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BibTeX records: Yoshua Bengio
@inproceedings{DBLP:conf/aaai/000300LB24, author = {Xu Tan and Tao Qin and Jiang Bian and Tie{-}Yan Liu and Yoshua Bengio}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Regeneration Learning: {A} Learning Paradigm for Data Generation}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {22614--22622}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i20.30271}, doi = {10.1609/AAAI.V38I20.30271}, timestamp = {Wed, 27 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/000300LB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-01207, author = {Thomas Jiralerspong and Xiaoyin Chen and Yash More and Vedant Shah and Yoshua Bengio}, title = {Efficient Causal Graph Discovery Using Large Language Models}, journal = {CoRR}, volume = {abs/2402.01207}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.01207}, doi = {10.48550/ARXIV.2402.01207}, eprinttype = {arXiv}, eprint = {2402.01207}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-01207.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-05098, author = {Marcin Sendera and Minsu Kim and Sarthak Mittal and Pablo Lemos and Luca Scimeca and Jarrid Rector{-}Brooks and Alexandre Adam and Yoshua Bengio and Nikolay Malkin}, title = {On diffusion models for amortized inference: Benchmarking and improving stochastic control and sampling}, journal = {CoRR}, volume = {abs/2402.05098}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.05098}, doi = {10.48550/ARXIV.2402.05098}, eprinttype = {arXiv}, eprint = {2402.05098}, timestamp = {Wed, 14 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-05098.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-06121, author = {Tara Akhound{-}Sadegh and Jarrid Rector{-}Brooks and Avishek Joey Bose and Sarthak Mittal and Pablo Lemos and Cheng{-}Hao Liu and Marcin Sendera and Siamak Ravanbakhsh and Gauthier Gidel and Yoshua Bengio and Nikolay Malkin and Alexander Tong}, title = {Iterated Denoising Energy Matching for Sampling from Boltzmann Densities}, journal = {CoRR}, volume = {abs/2402.06121}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.06121}, doi = {10.48550/ARXIV.2402.06121}, eprinttype = {arXiv}, eprint = {2402.06121}, timestamp = {Fri, 16 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-06121.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-08797, author = {Girish Sastry and Lennart Heim and Haydn Belfield and Markus Anderljung and Miles Brundage and Julian Hazell and Cullen O'Keefe and Gillian K. Hadfield and Richard Ngo and Konstantin Pilz and George Gor and Emma Bluemke and Sarah Shoker and Janet Egan and Robert F. Trager and Shahar Avin and Adrian Weller and Yoshua Bengio and Diane Coyle}, title = {Computing Power and the Governance of Artificial Intelligence}, journal = {CoRR}, volume = {abs/2402.08797}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.08797}, doi = {10.48550/ARXIV.2402.08797}, eprinttype = {arXiv}, eprint = {2402.08797}, timestamp = {Mon, 19 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-08797.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-10309, author = {Tristan Deleu and Padideh Nouri and Nikolay Malkin and Doina Precup and Yoshua Bengio}, title = {Discrete Probabilistic Inference as Control in Multi-path Environments}, journal = {CoRR}, volume = {abs/2402.10309}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.10309}, doi = {10.48550/ARXIV.2402.10309}, eprinttype = {arXiv}, eprint = {2402.10309}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-10309.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/RolnickDKKLSRMJ23, author = {David Rolnick and Priya L. Donti and Lynn H. Kaack and Kelly Kochanski and Alexandre Lacoste and Kris Sankaran and Andrew Slavin Ross and Nikola Milojevic{-}Dupont and Natasha Jaques and Anna Waldman{-}Brown and Alexandra Sasha Luccioni and Tegan Maharaj and Evan D. Sherwin and S. Karthik Mukkavilli and Konrad P. Kording and Carla P. Gomes and Andrew Y. Ng and Demis Hassabis and John C. Platt and Felix Creutzig and Jennifer T. Chayes and Yoshua Bengio}, title = {Tackling Climate Change with Machine Learning}, journal = {{ACM} Comput. Surv.}, volume = {55}, number = {2}, pages = {42:1--42:96}, year = {2023}, url = {https://doi.org/10.1145/3485128}, doi = {10.1145/3485128}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csur/RolnickDKKLSRMJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ethicsit/KnottPCCLBETTBRB23, author = {Alistair Knott and Dino Pedreschi and Raja Chatila and Tapabrata Chakraborti and Susan Leavy and Ricardo Baeza{-}Yates and David M. Eyers and Andrew Trotman and Paul D. Teal and Przemyslaw Biecek and Stuart Russell and Yoshua Bengio}, title = {Generative {AI} models should include detection mechanisms as a condition for public release}, journal = {Ethics Inf. Technol.}, volume = {25}, number = {4}, pages = {55}, year = {2023}, url = {https://doi.org/10.1007/s10676-023-09728-4}, doi = {10.1007/S10676-023-09728-4}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ethicsit/KnottPCCLBETTBRB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/DwivediJL0BB23, author = {Vijay Prakash Dwivedi and Chaitanya K. Joshi and Anh Tuan Luu and Thomas Laurent and Yoshua Bengio and Xavier Bresson}, title = {Benchmarking Graph Neural Networks}, journal = {J. Mach. Learn. Res.}, volume = {24}, pages = {43:1--43:48}, year = {2023}, url = {http://jmlr.org/papers/v24/22-0567.html}, timestamp = {Tue, 13 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/DwivediJL0BB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BengioLDHTB23, author = {Yoshua Bengio and Salem Lahlou and Tristan Deleu and Edward J. Hu and Mo Tiwari and Emmanuel Bengio}, title = {GFlowNet Foundations}, journal = {J. Mach. Learn. Res.}, volume = {24}, pages = {210:1--210:55}, year = {2023}, url = {http://jmlr.org/papers/v24/22-0364.html}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BengioLDHTB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nature/WangFD0HLCLKDAB23, author = {Hanchen Wang and Tianfan Fu and Yuanqi Du and Wenhao Gao and Kexin Huang and Ziming Liu and Payal Chandak and Shengchao Liu and Peter Van Katwyk and Andreea Deac and Anima Anandkumar and Karianne Bergen and Carla P. Gomes and Shirley Ho and Pushmeet Kohli and Joan Lasenby and Jure Leskovec and Tie{-}Yan Liu and Arjun Manrai and Debora S. Marks and Bharath Ramsundar and Le Song and Jimeng Sun and Jian Tang and Petar Velickovic and Max Welling and Linfeng Zhang and Connor W. Coley and Yoshua Bengio and Marinka Zitnik}, title = {Scientific discovery in the age of artificial intelligence}, journal = {Nat.}, volume = {620}, number = {7972}, pages = {47--60}, year = {2023}, url = {https://doi.org/10.1038/s41586-023-06221-2}, doi = {10.1038/S41586-023-06221-2}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nature/WangFD0HLCLKDAB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/LahlouJNBBRKB23, author = {Salem Lahlou and Moksh Jain and Hadi Nekoei and Victor Butoi and Paul Bertin and Jarrid Rector{-}Brooks and Maksym Korablyov and Yoshua Bengio}, title = {{DEUP:} Direct Epistemic Uncertainty Prediction}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=eGLdVRvvfQ}, timestamp = {Thu, 18 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/LahlouJNBBRKB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KumarDB23, author = {Ramnath Kumar and Tristan Deleu and Yoshua Bengio}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {The Effect of Diversity in Meta-Learning}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {8396--8404}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i7.26012}, doi = {10.1609/AAAI.V37I7.26012}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KumarDB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiuLJNMBK23, author = {Dianbo Liu and Alex Lamb and Xu Ji and Pascal Tikeng Notsawo Jr. and Michael Mozer and Yoshua Bengio and Kenji Kawaguchi}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {8825--8833}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i7.26061}, doi = {10.1609/AAAI.V37I7.26061}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LiuLJNMBK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eacl/PontiSBR23, author = {Edoardo Maria Ponti and Alessandro Sordoni and Yoshua Bengio and Siva Reddy}, editor = {Andreas Vlachos and Isabelle Augenstein}, title = {Combining Parameter-efficient Modules for Task-level Generalisation}, booktitle = {Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, {EACL} 2023, Dubrovnik, Croatia, May 2-6, 2023}, pages = {687--702}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.eacl-main.49}, doi = {10.18653/V1/2023.EACL-MAIN.49}, timestamp = {Thu, 05 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eacl/PontiSBR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/FengHBA23, author = {Leo Feng and Hossein Hajimirsadeghi and Yoshua Bengio and Mohamed Osama Ahmed}, title = {Latent Bottlenecked Attentive Neural Processes}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=yIxtevizEA}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/FengHBA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LiuSBMGSMHB23, author = {Dianbo Liu and Vedant Shah and Oussama Boussif and Cristian Meo and Anirudh Goyal and Tianmin Shu and Michael Curtis Mozer and Nicolas Heess and Yoshua Bengio}, title = {Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=B4maZQLLW0\_}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LiuSBMGSMHB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MalkinLDJHEZB23, author = {Nikolay Malkin and Salem Lahlou and Tristan Deleu and Xu Ji and Edward J. Hu and Katie Everett and Dinghuai Zhang and Yoshua Bengio}, title = {GFlowNets and variational inference}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=uKiE0VIluA-}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MalkinLDJHEZB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/PanZCHB23, author = {Ling Pan and Dinghuai Zhang and Aaron C. Courville and Longbo Huang and Yoshua Bengio}, title = {Generative Augmented Flow Networks}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=urF\_CBK5XC0}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/PanZCHB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/TengWZB0Y23, author = {Jiaye Teng and Chuan Wen and Dinghuai Zhang and Yoshua Bengio and Yang Gao and Yang Yuan}, title = {Predictive Inference with Feature Conformal Prediction}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=0uRm1YmFTu}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/TengWZB0Y23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhangCBZ0C23, author = {Dinghuai Zhang and Aaron C. Courville and Yoshua Bengio and Qinqing Zheng and Amy Zhang and Ricky T. Q. Chen}, title = {Latent State Marginalization as a Low-cost Approach for Improving Exploration}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=b0UksKFcTOL}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhangCBZ0C23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhangCIW0BP23, author = {Ruixiang Zhang and Tong Che and Boris Ivanovic and Renhao Wang and Marco Pavone and Yoshua Bengio and Liam Paull}, title = {Robust and Controllable Object-Centric Learning through Energy-based Models}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=wcNtbEtcGIC}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhangCIW0BP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AhujaMWB23, author = {Kartik Ahuja and Divyat Mahajan and Yixin Wang and Yoshua Bengio}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Interventional Causal Representation Learning}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {372--407}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/ahuja23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/AhujaMWB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DuvalSHMMBR23, author = {Alexandre Duval and Victor Schmidt and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Santiago Miret and Fragkiskos D. Malliaros and Yoshua Bengio and David Rolnick}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {FAENet: Frame Averaging Equivariant {GNN} for Materials Modeling}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {9013--9033}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/duval23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DuvalSHMMBR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HuMJEGB23, author = {Edward J. Hu and Nikolay Malkin and Moksh Jain and Katie E. Everett and Alexandros Graikos and Yoshua Bengio}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {GFlowNet-EM for Learning Compositional Latent Variable Models}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {13528--13549}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/hu23c.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/HuMJEGB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/JainRHRBMB23, author = {Moksh Jain and Sharath Chandra Raparthy and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Jarrid Rector{-}Brooks and Yoshua Bengio and Santiago Miret and Emmanuel Bengio}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Multi-Objective GFlowNets}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {14631--14653}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/jain23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/JainRHRBMB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KabaMZBR23, author = {S{\'{e}}kou{-}Oumar Kaba and Arnab Kumar Mondal and Yan Zhang and Yoshua Bengio and Siamak Ravanbakhsh}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Equivariance with Learned Canonicalization Functions}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {15546--15566}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/kaba23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KabaMZBR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LachapelleDMMBL23, author = {S{\'{e}}bastien Lachapelle and Tristan Deleu and Divyat Mahajan and Ioannis Mitliagkas and Yoshua Bengio and Simon Lacoste{-}Julien and Quentin Bertrand}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {18171--18206}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/lachapelle23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LachapelleDMMBL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LahlouDLZVHEBM23, author = {Salem Lahlou and Tristan Deleu and Pablo Lemos and Dinghuai Zhang and Alexandra Volokhova and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and L{\'{e}}na N{\'{e}}hale Ezzine and Yoshua Bengio and Nikolay Malkin}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {A theory of continuous generative flow networks}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {18269--18300}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/lahlou23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LahlouDLZVHEBM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiuJDSLGMEZHJKB23, author = {Dianbo Liu and Moksh Jain and Bonaventure F. P. Dossou and Qianli Shen and Salem Lahlou and Anirudh Goyal and Nikolay Malkin and Chris Chinenye Emezue and Dinghuai Zhang and Nadhir Hassen and Xu Ji and Kenji Kawaguchi and Yoshua Bengio}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {GFlowOut: Dropout with Generative Flow Networks}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {21715--21729}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/liu23r.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LiuJDSLGMEZHJKB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MadanRKBJNBBM23, author = {Kanika Madan and Jarrid Rector{-}Brooks and Maksym Korablyov and Emmanuel Bengio and Moksh Jain and Andrei Cristian Nica and Tom Bosc and Yoshua Bengio and Nikolay Malkin}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Learning GFlowNets From Partial Episodes For Improved Convergence And Stability}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {23467--23483}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/madan23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MadanRKBJNBBM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PanMZB23, author = {Ling Pan and Nikolay Malkin and Dinghuai Zhang and Yoshua Bengio}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Better Training of GFlowNets with Local Credit and Incomplete Trajectories}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {26878--26890}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/pan23c.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/PanMZB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PoliMNFDBBER23, author = {Michael Poli and Stefano Massaroli and Eric Nguyen and Daniel Y. Fu and Tri Dao and Stephen Baccus and Yoshua Bengio and Stefano Ermon and Christopher R{\'{e}}}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Hyena Hierarchy: Towards Larger Convolutional Language Models}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {28043--28078}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/poli23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/PoliMNFDBBER23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/TraubleGRMKBS23, author = {Frederik Tr{\"{a}}uble and Anirudh Goyal and Nasim Rahaman and Michael Curtis Mozer and Kenji Kawaguchi and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Discrete Key-Value Bottleneck}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {34431--34455}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/trauble23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/TraubleGRMKBS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/0007YJMABR23, author = {Chen Sun and Wannan Yang and Thomas Jiralerspong and Dane Malenfant and Benjamin Alsbury{-}Nealy and Yoshua Bengio and Blake A. Richards}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in {RL}}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/6357d6d068622c962391081d296bed69-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/0007YJMABR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Atanackovic0WLB23, author = {Lazar Atanackovic and Alexander Tong and Bo Wang and Leo J. Lee and Yoshua Bengio and Jason S. Hartford}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/eb5254c4ee813d05af9c098f2d9c5708-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Atanackovic0WLB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BoussifBAMYBB23, author = {Oussama Boussif and Ghait Boukachab and Dan Assouline and Stefano Massaroli and Tianle Yuan and Loubna Benabbou and Yoshua Bengio}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/070a57c5ef1e58cc90201b11d369b3c2-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BoussifBAMYBB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DeleuNSMCB23, author = {Tristan Deleu and Mizu Nishikawa{-}Toomey and Jithendaraa Subramanian and Nikolay Malkin and Laurent Charlin and Yoshua Bengio}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/639a9a172c044fbb64175b5fad42e9a5-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DeleuNSMCB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LacosteLRSKLIDA23, author = {Alexandre Lacoste and Nils Lehmann and Pau Rodr{\'{\i}}guez and Evan D. Sherwin and Hannah Kerner and Bj{\"{o}}rn L{\"{u}}tjens and Jeremy Irvin and David Dao and Hamed Alemohammad and Alexandre Drouin and Mehmet Gunturkun and Gabriel Huang and David V{\'{a}}zquez and Dava Newman and Yoshua Bengio and Stefano Ermon and Xiaoxiang Zhu}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {GEO-Bench: Toward Foundation Models for Earth Monitoring}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a0644215d9cff6646fa334dfa5d29c5a-Abstract-Datasets\_and\_Benchmarks.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LacosteLRSKLIDA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MassaroliPFKPRT23, author = {Stefano Massaroli and Michael Poli and Daniel Y. Fu and Hermann Kumbong and Rom N. Parnichkun and David W. Romero and Aman Timalsina and Quinn McIntyre and Beidi Chen and Atri Rudra and Ce Zhang and Christopher R{\'{e}} and Stefano Ermon and Yoshua Bengio}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/371355cd42caaf83412c3fbef4688979-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MassaroliPFKPRT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/NguyenMMNALB23, author = {Trang Nguyen and Amin Mansouri and Kanika Madan and Khuong Nguyen and Kartik Ahuja and Dianbo Liu and Yoshua Bengio}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Reusable Slotwise Mechanisms}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/49ff6951ef47bc9bab276a31a965528e-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/NguyenMMNALB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/NguyenPFTWBMPRB23, author = {Eric Nguyen and Michael Poli and Marjan Faizi and Armin W. Thomas and Michael Wornow and Callum Birch{-}Sykes and Stefano Massaroli and Aman Patel and Clayton M. Rabideau and Yoshua Bengio and Stefano Ermon and Christopher R{\'{e}} and Stephen Baccus}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/86ab6927ee4ae9bde4247793c46797c7-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/NguyenPFTWBMPRB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/TengEABALR23, author = {M{\'{e}}lisande Teng and Amna Elmustafa and Benjamin Akera and Yoshua Bengio and Hager Radi Abdelwahed and Hugo Larochelle and David Rolnick}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {SatBird: a Dataset for Bird Species Distribution Modeling using Remote Sensing and Citizen Science Data}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ef7653bbc4655305efb89a32362e332a-Abstract-Datasets\_and\_Benchmarks.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/TengEABALR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhangDMCBP23, author = {Dinghuai Zhang and Hanjun Dai and Nikolay Malkin and Aaron C. Courville and Yoshua Bengio and Ling Pan}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/27571b74d6cd650b8eb6cf1837953ae8-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ZhangDMCBP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/PanZJHB23, author = {Ling Pan and Dinghuai Zhang and Moksh Jain and Longbo Huang and Yoshua Bengio}, editor = {Robin J. Evans and Ilya Shpitser}, title = {Stochastic Generative Flow Networks}, booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August 2023, Pittsburgh, PA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {216}, pages = {1628--1638}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v216/pan23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/uai/PanZJHB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ZouVMTPKBSK23, author = {Yingtian Zou and Vikas Verma and Sarthak Mittal and Wai Hoh Tang and Hieu Pham and Juho Kannala and Yoshua Bengio and Arno Solin and Kenji Kawaguchi}, editor = {Robin J. Evans and Ilya Shpitser}, title = {MixupE: Understanding and improving Mixup from directional derivative perspective}, booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August 2023, Pittsburgh, PA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {216}, pages = {2597--2607}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v216/zou23a.html}, timestamp = {Mon, 15 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ZouVMTPKBSK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-08846, author = {Xu Tan and Tao Qin and Jiang Bian and Tie{-}Yan Liu and Yoshua Bengio}, title = {Regeneration Learning: {A} Learning Paradigm for Data Generation}, journal = {CoRR}, volume = {abs/2301.08846}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.08846}, doi = {10.48550/ARXIV.2301.08846}, eprinttype = {arXiv}, eprint = {2301.08846}, timestamp = {Mon, 29 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-08846.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-11790, author = {Sumukh K. Aithal and Anirudh Goyal and Alex Lamb and Yoshua Bengio and Michael Mozer}, title = {Leveraging the Third Dimension in Contrastive Learning}, journal = {CoRR}, volume = {abs/2301.11790}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.11790}, doi = {10.48550/ARXIV.2301.11790}, eprinttype = {arXiv}, eprint = {2301.11790}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-11790.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-12594, author = {Salem Lahlou and Tristan Deleu and Pablo Lemos and Dinghuai Zhang and Alexandra Volokhova and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and L{\'{e}}na N{\'{e}}hale Ezzine and Yoshua Bengio and Nikolay Malkin}, title = {A theory of continuous generative flow networks}, journal = {CoRR}, volume = {abs/2301.12594}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.12594}, doi = {10.48550/ARXIV.2301.12594}, eprinttype = {arXiv}, eprint = {2301.12594}, timestamp = {Wed, 01 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-12594.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-00482, author = {Alexander Tong and Nikolay Malkin and Guillaume Huguet and Yanlei Zhang and Jarrid Rector{-}Brooks and Kilian Fatras and Guy Wolf and Yoshua Bengio}, title = {Conditional Flow Matching: Simulation-Free Dynamic Optimal Transport}, journal = {CoRR}, volume = {abs/2302.00482}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.00482}, doi = {10.48550/ARXIV.2302.00482}, eprinttype = {arXiv}, eprint = {2302.00482}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-00482.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-00615, author = {Moksh Jain and Tristan Deleu and Jason S. Hartford and Cheng{-}Hao Liu and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Yoshua Bengio}, title = {GFlowNets for AI-Driven Scientific Discovery}, journal = {CoRR}, volume = {abs/2302.00615}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.00615}, doi = {10.48550/ARXIV.2302.00615}, eprinttype = {arXiv}, eprint = {2302.00615}, timestamp = {Thu, 04 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-00615.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-01687, author = {Ling Pan and Nikolay Malkin and Dinghuai Zhang and Yoshua Bengio}, title = {Better Training of GFlowNets with Local Credit and Incomplete Trajectories}, journal = {CoRR}, volume = {abs/2302.01687}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.01687}, doi = {10.48550/ARXIV.2302.01687}, eprinttype = {arXiv}, eprint = {2302.01687}, timestamp = {Thu, 09 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-01687.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-04178, author = {Lazar Atanackovic and Alexander Tong and Jason S. Hartford and Leo J. Lee and Bo Wang and Yoshua Bengio}, title = {DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks}, journal = {CoRR}, volume = {abs/2302.04178}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.04178}, doi = {10.48550/ARXIV.2302.04178}, eprinttype = {arXiv}, eprint = {2302.04178}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-04178.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-05793, author = {Dinghuai Zhang and Ling Pan and Ricky T. Q. Chen and Aaron C. Courville and Yoshua Bengio}, title = {Distributional GFlowNets with Quantile Flows}, journal = {CoRR}, volume = {abs/2302.05793}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.05793}, doi = {10.48550/ARXIV.2302.05793}, eprinttype = {arXiv}, eprint = {2302.05793}, timestamp = {Sun, 19 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-05793.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-06403, author = {Xu Ji and Eric Elmoznino and George Deane and Axel Constant and Guillaume Dumas and Guillaume Lajoie and Jonathan Simon and Yoshua Bengio}, title = {Sources of Richness and Ineffability for Phenomenally Conscious States}, journal = {CoRR}, volume = {abs/2302.06403}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.06403}, doi = {10.48550/ARXIV.2302.06403}, eprinttype = {arXiv}, eprint = {2302.06403}, timestamp = {Mon, 20 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-06403.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-06576, author = {Edward J. Hu and Nikolay Malkin and Moksh Jain and Katie Everett and Alexandros Graikos and Yoshua Bengio}, title = {GFlowNet-EM for learning compositional latent variable models}, journal = {CoRR}, volume = {abs/2302.06576}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.06576}, doi = {10.48550/ARXIV.2302.06576}, eprinttype = {arXiv}, eprint = {2302.06576}, timestamp = {Mon, 20 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-06576.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-09465, author = {Ling Pan and Dinghuai Zhang and Moksh Jain and Longbo Huang and Yoshua Bengio}, title = {Stochastic Generative Flow Networks}, journal = {CoRR}, volume = {abs/2302.09465}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.09465}, doi = {10.48550/ARXIV.2302.09465}, eprinttype = {arXiv}, eprint = {2302.09465}, timestamp = {Thu, 23 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-09465.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-10503, author = {Trang Nguyen and Amin Mansouri and Kanika Madan and Khuong Nguyen and Kartik Ahuja and Dianbo Liu and Yoshua Bengio}, title = {Reusable Slotwise Mechanisms}, journal = {CoRR}, volume = {abs/2302.10503}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.10503}, doi = {10.48550/ARXIV.2302.10503}, eprinttype = {arXiv}, eprint = {2302.10503}, timestamp = {Fri, 24 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-10503.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-10866, author = {Michael Poli and Stefano Massaroli and Eric Nguyen and Daniel Y. Fu and Tri Dao and Stephen Baccus and Yoshua Bengio and Stefano Ermon and Christopher R{\'{e}}}, title = {Hyena Hierarchy: Towards Larger Convolutional Language Models}, journal = {CoRR}, volume = {abs/2302.10866}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.10866}, doi = {10.48550/ARXIV.2302.10866}, eprinttype = {arXiv}, eprint = {2302.10866}, timestamp = {Fri, 24 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-10866.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-05577, author = {Alexandre Duval and Victor Schmidt and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Santiago Miret and Fragkiskos D. Malliaros and Yoshua Bengio and David Rolnick}, title = {FAENet: Frame Averaging Equivariant {GNN} for Materials Modeling}, journal = {CoRR}, volume = {abs/2305.05577}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.05577}, doi = {10.48550/ARXIV.2305.05577}, eprinttype = {arXiv}, eprint = {2305.05577}, timestamp = {Mon, 15 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-05577.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-14567, author = {Leo Feng and Frederick Tung and Hossein Hajimirsadeghi and Yoshua Bengio and Mohamed Osama Ahmed}, title = {Constant Memory Attentive Neural Processes}, journal = {CoRR}, volume = {abs/2305.14567}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.14567}, doi = {10.48550/ARXIV.2305.14567}, eprinttype = {arXiv}, eprint = {2305.14567}, timestamp = {Tue, 06 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-14567.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-15324, author = {Toby Shevlane and Sebastian Farquhar and Ben Garfinkel and Mary Phuong and Jess Whittlestone and Jade Leung and Daniel Kokotajlo and Nahema Marchal and Markus Anderljung and Noam Kolt and Lewis Ho and Divya Siddarth and Shahar Avin and Will Hawkins and Been Kim and Iason Gabriel and Vijay Bolina and Jack Clark and Yoshua Bengio and Paul F. Christiano and Allan Dafoe}, title = {Model evaluation for extreme risks}, journal = {CoRR}, volume = {abs/2305.15324}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.15324}, doi = {10.48550/ARXIV.2305.15324}, eprinttype = {arXiv}, eprint = {2305.15324}, timestamp = {Tue, 06 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-15324.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-17010, author = {Dinghuai Zhang and Hanjun Dai and Nikolay Malkin and Aaron C. Courville and Yoshua Bengio and Ling Pan}, title = {Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets}, journal = {CoRR}, volume = {abs/2305.17010}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.17010}, doi = {10.48550/ARXIV.2305.17010}, eprinttype = {arXiv}, eprint = {2305.17010}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-17010.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-17375, author = {Dianbo Liu and Samuele Bolotta and He Zhu and Yoshua Bengio and Guillaume Dumas}, title = {Attention Schema in Neural Agents}, journal = {CoRR}, volume = {abs/2305.17375}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.17375}, doi = {10.48550/ARXIV.2305.17375}, eprinttype = {arXiv}, eprint = {2305.17375}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-17375.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-19366, author = {Tristan Deleu and Mizu Nishikawa{-}Toomey and Jithendaraa Subramanian and Nikolay Malkin and Laurent Charlin and Yoshua Bengio}, title = {Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network}, journal = {CoRR}, volume = {abs/2305.19366}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.19366}, doi = {10.48550/ARXIV.2305.19366}, eprinttype = {arXiv}, eprint = {2305.19366}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-19366.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-19550, author = {Ayush Chakravarthy and Trang Nguyen and Anirudh Goyal and Yoshua Bengio and Michael C. Mozer}, title = {Spotlight Attention: Robust Object-Centric Learning With a Spatial Locality Prior}, journal = {CoRR}, volume = {abs/2305.19550}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.19550}, doi = {10.48550/ARXIV.2305.19550}, eprinttype = {arXiv}, eprint = {2305.19550}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-19550.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-01112, author = {Oussama Boussif and Ghait Boukachab and Dan Assouline and Stefano Massaroli and Tianle Yuan and Loubna Benabbou and Yoshua Bengio}, title = {What if We Enrich day-ahead Solar Irradiance Time Series Forecasting with Spatio-Temporal Context?}, journal = {CoRR}, volume = {abs/2306.01112}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.01112}, doi = {10.48550/ARXIV.2306.01112}, eprinttype = {arXiv}, eprint = {2306.01112}, timestamp = {Mon, 12 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-01112.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-02204, author = {Aniket Didolkar and Anirudh Goyal and Yoshua Bengio}, title = {Cycle Consistency Driven Object Discovery}, journal = {CoRR}, volume = {abs/2306.02204}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.02204}, doi = {10.48550/ARXIV.2306.02204}, eprinttype = {arXiv}, eprint = {2306.02204}, timestamp = {Mon, 12 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-02204.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-03831, author = {Alexandre Lacoste and Nils Lehmann and Pau Rodr{\'{\i}}guez and Evan David Sherwin and Hannah Kerner and Bj{\"{o}}rn L{\"{u}}tjens and Jeremy Andrew Irvin and David Dao and Hamed Alemohammad and Alexandre Drouin and Mehmet Gunturkun and Gabriel Huang and David V{\'{a}}zquez and Dava Newman and Yoshua Bengio and Stefano Ermon and Xiao Xiang Zhu}, title = {GEO-Bench: Toward Foundation Models for Earth Monitoring}, journal = {CoRR}, volume = {abs/2306.03831}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.03831}, doi = {10.48550/ARXIV.2306.03831}, eprinttype = {arXiv}, eprint = {2306.03831}, timestamp = {Tue, 13 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-03831.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-11715, author = {Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Nikita Saxena and Moksh Jain and Cheng{-}Hao Liu and Yoshua Bengio}, title = {Multi-Fidelity Active Learning with GFlowNets}, journal = {CoRR}, volume = {abs/2306.11715}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.11715}, doi = {10.48550/ARXIV.2306.11715}, eprinttype = {arXiv}, eprint = {2306.11715}, timestamp = {Sun, 25 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-11715.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-12599, author = {Leo Feng and Frederick Tung and Hossein Hajimirsadeghi and Yoshua Bengio and Mohamed Osama Ahmed}, title = {Constant Memory Attention Block}, journal = {CoRR}, volume = {abs/2306.12599}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.12599}, doi = {10.48550/ARXIV.2306.12599}, eprinttype = {arXiv}, eprint = {2306.12599}, timestamp = {Tue, 27 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-12599.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-15058, author = {Shreshth A. Malik and Salem Lahlou and Andrew Jesson and Moksh Jain and Nikolay Malkin and Tristan Deleu and Yoshua Bengio and Yarin Gal}, title = {BatchGFN: Generative Flow Networks for Batch Active Learning}, journal = {CoRR}, volume = {abs/2306.15058}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.15058}, doi = {10.48550/ARXIV.2306.15058}, eprinttype = {arXiv}, eprint = {2306.15058}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-15058.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-15794, author = {Eric Nguyen and Michael Poli and Marjan Faizi and Armin W. Thomas and Callum Birch{-}Sykes and Michael Wornow and Aman Patel and Clayton M. Rabideau and Stefano Massaroli and Yoshua Bengio and Stefano Ermon and Stephen A. Baccus and Christopher R{\'{e}}}, title = {HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution}, journal = {CoRR}, volume = {abs/2306.15794}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.15794}, doi = {10.48550/ARXIV.2306.15794}, eprinttype = {arXiv}, eprint = {2306.15794}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-15794.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-17693, author = {Jarrid Rector{-}Brooks and Kanika Madan and Moksh Jain and Maksym Korablyov and Cheng{-}Hao Liu and Sarath Chandar and Nikolay Malkin and Yoshua Bengio}, title = {Thompson sampling for improved exploration in GFlowNets}, journal = {CoRR}, volume = {abs/2306.17693}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.17693}, doi = {10.48550/ARXIV.2306.17693}, eprinttype = {arXiv}, eprint = {2306.17693}, timestamp = {Mon, 03 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-17693.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-01422, author = {Tristan Deleu and Yoshua Bengio}, title = {Generative Flow Networks: a Markov Chain Perspective}, journal = {CoRR}, volume = {abs/2307.01422}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.01422}, doi = {10.48550/ARXIV.2307.01422}, eprinttype = {arXiv}, eprint = {2307.01422}, timestamp = {Mon, 10 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-01422.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-03672, author = {Alexander Tong and Nikolay Malkin and Kilian Fatras and Lazar Atanackovic and Yanlei Zhang and Guillaume Huguet and Guy Wolf and Yoshua Bengio}, title = {Simulation-free Schr{\"{o}}dinger bridges via score and flow matching}, journal = {CoRR}, volume = {abs/2307.03672}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.03672}, doi = {10.48550/ARXIV.2307.03672}, eprinttype = {arXiv}, eprint = {2307.03672}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-03672.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-04699, author = {Lewis Ho and Joslyn Barnhart and Robert Trager and Yoshua Bengio and Miles Brundage and Allison Carnegie and Rumman Chowdhury and Allan Dafoe and Gillian K. Hadfield and Margaret Levi and Duncan Snidal}, title = {International Institutions for Advanced {AI}}, journal = {CoRR}, volume = {abs/2307.04699}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.04699}, doi = {10.48550/ARXIV.2307.04699}, eprinttype = {arXiv}, eprint = {2307.04699}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-04699.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-04988, author = {Chris Chinenye Emezue and Alexandre Drouin and Tristan Deleu and Stefan Bauer and Yoshua Bengio}, title = {Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation}, journal = {CoRR}, volume = {abs/2307.04988}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.04988}, doi = {10.48550/ARXIV.2307.04988}, eprinttype = {arXiv}, eprint = {2307.04988}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-04988.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-06951, author = {Yoshua Bengio and Prateek Gupta and Lu Li and Soham Phade and Sunil Srinivasa and Andrew Williams and Tianyu Zhang and Yang Zhang and Stephan Zheng}, title = {{AI} For Global Climate Cooperation 2023 Competition Proceedings}, journal = {CoRR}, volume = {abs/2307.06951}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.06951}, doi = {10.48550/ARXIV.2307.06951}, eprinttype = {arXiv}, eprint = {2307.06951}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-06951.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-08708, author = {Patrick Butlin and Robert Long and Eric Elmoznino and Yoshua Bengio and Jonathan Birch and Axel Constant and George Deane and Stephen M. Fleming and Chris Frith and Xu Ji and Ryota Kanai and Colin Klein and Grace Lindsay and Matthias Michel and Liad Mudrik and Megan A. K. Peters and Eric Schwitzgebel and Jonathan Simon and Rufin VanRullen}, title = {Consciousness in Artificial Intelligence: Insights from the Science of Consciousness}, journal = {CoRR}, volume = {abs/2308.08708}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.08708}, doi = {10.48550/ARXIV.2308.08708}, eprinttype = {arXiv}, eprint = {2308.08708}, timestamp = {Fri, 25 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-08708.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-17388, author = {Leo Feng and Frederick Tung and Hossein Hajimirsadeghi and Yoshua Bengio and Mohamed Osama Ahmed}, title = {Tree Cross Attention}, journal = {CoRR}, volume = {abs/2309.17388}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.17388}, doi = {10.48550/ARXIV.2309.17388}, eprinttype = {arXiv}, eprint = {2309.17388}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-17388.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-00229, author = {Mingde Zhao and Safa Alver and Harm van Seijen and Romain Laroche and Doina Precup and Yoshua Bengio}, title = {Combining Spatial and Temporal Abstraction in Planning for Better Generalization}, journal = {CoRR}, volume = {abs/2310.00229}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.00229}, doi = {10.48550/ARXIV.2310.00229}, eprinttype = {arXiv}, eprint = {2310.00229}, timestamp = {Wed, 18 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-00229.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-01807, author = {Andrew Nam and Eric Elmoznino and Nikolay Malkin and Chen Sun and Yoshua Bengio and Guillaume Lajoie}, title = {Discrete, compositional, and symbolic representations through attractor dynamics}, journal = {CoRR}, volume = {abs/2310.01807}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.01807}, doi = {10.48550/ARXIV.2310.01807}, eprinttype = {arXiv}, eprint = {2310.01807}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-01807.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-02230, author = {Luca Scimeca and Alexander Rubinstein and Armand Mihai Nicolicioiu and Damien Teney and Yoshua Bengio}, title = {Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks}, journal = {CoRR}, volume = {abs/2310.02230}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.02230}, doi = {10.48550/ARXIV.2310.02230}, eprinttype = {arXiv}, eprint = {2310.02230}, timestamp = {Mon, 06 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-02230.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-02423, author = {Jean{-}Pierre Falet and Hae Beom Lee and Nikolay Malkin and Chen Sun and Dragos Secrieru and Dinghuai Zhang and Guillaume Lajoie and Yoshua Bengio}, title = {Delta-AI: Local objectives for amortized inference in sparse graphical models}, journal = {CoRR}, volume = {abs/2310.02423}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.02423}, doi = {10.48550/ARXIV.2310.02423}, eprinttype = {arXiv}, eprint = {2310.02423}, timestamp = {Fri, 20 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-02423.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-02679, author = {Dinghuai Zhang and Ricky Tian Qi Chen and Cheng{-}Hao Liu and Aaron C. Courville and Yoshua Bengio}, title = {Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization}, journal = {CoRR}, volume = {abs/2310.02679}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.02679}, doi = {10.48550/ARXIV.2310.02679}, eprinttype = {arXiv}, eprint = {2310.02679}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-02679.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-02710, author = {Minsu Kim and Taeyoung Yun and Emmanuel Bengio and Dinghuai Zhang and Yoshua Bengio and Sungsoo Ahn and Jinkyoo Park}, title = {Local Search GFlowNets}, journal = {CoRR}, volume = {abs/2310.02710}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.02710}, doi = {10.48550/ARXIV.2310.02710}, eprinttype = {arXiv}, eprint = {2310.02710}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-02710.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-02779, author = {Marco Jiralerspong and Bilun Sun and Danilo Vucetic and Tianyu Zhang and Yoshua Bengio and Gauthier Gidel and Nikolay Malkin}, title = {Expected flow networks in stochastic environments and two-player zero-sum games}, journal = {CoRR}, volume = {abs/2310.02779}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.02779}, doi = {10.48550/ARXIV.2310.02779}, eprinttype = {arXiv}, eprint = {2310.02779}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-02779.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-02823, author = {Minsu Kim and Joohwan Ko and Dinghuai Zhang and Ling Pan and Taeyoung Yun and Woochang Kim and Jinkyoo Park and Yoshua Bengio}, title = {Learning to Scale Logits for Temperature-Conditional GFlowNets}, journal = {CoRR}, volume = {abs/2310.02823}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.02823}, doi = {10.48550/ARXIV.2310.02823}, eprinttype = {arXiv}, eprint = {2310.02823}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-02823.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-03419, author = {Ling Pan and Moksh Jain and Kanika Madan and Yoshua Bengio}, title = {Pre-Training and Fine-Tuning Generative Flow Networks}, journal = {CoRR}, volume = {abs/2310.03419}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.03419}, doi = {10.48550/ARXIV.2310.03419}, eprinttype = {arXiv}, eprint = {2310.03419}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-03419.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-03579, author = {Trang Nguyen and Alexander Tong and Kanika Madan and Yoshua Bengio and Dianbo Liu}, title = {Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems}, journal = {CoRR}, volume = {abs/2310.03579}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.03579}, doi = {10.48550/ARXIV.2310.03579}, eprinttype = {arXiv}, eprint = {2310.03579}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-03579.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-04363, author = {Edward J. Hu and Moksh Jain and Eric Elmoznino and Younesse Kaddar and Guillaume Lajoie and Yoshua Bengio and Nikolay Malkin}, title = {Amortizing intractable inference in large language models}, journal = {CoRR}, volume = {abs/2310.04363}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.04363}, doi = {10.48550/ARXIV.2310.04363}, eprinttype = {arXiv}, eprint = {2310.04363}, timestamp = {Fri, 20 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-04363.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-04925, author = {Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Alexandre Duval and Alexandra Volokhova and Yoshua Bengio and Divya Sharma and Pierre Luc Carrier and Michal Koziarski and Victor Schmidt}, title = {Crystal-GFN: sampling crystals with desirable properties and constraints}, journal = {CoRR}, volume = {abs/2310.04925}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.04925}, doi = {10.48550/ARXIV.2310.04925}, eprinttype = {arXiv}, eprint = {2310.04925}, timestamp = {Mon, 23 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-04925.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-06682, author = {Alvaro Carbonero and Alexandre Duval and Victor Schmidt and Santiago Miret and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Yoshua Bengio and David Rolnick}, title = {On the importance of catalyst-adsorbate 3D interactions for relaxed energy predictions}, journal = {CoRR}, volume = {abs/2310.06682}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.06682}, doi = {10.48550/ARXIV.2310.06682}, eprinttype = {arXiv}, eprint = {2310.06682}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-06682.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-08338, author = {Charles C. Onu and Samantha Latremouille and Arsenii Gorin and Junhao Wang and Uchenna Ekwochi and Peter O. Ubuane and Omolara A. Kehinde and Muhammad A. Salisu and Datonye Briggs and Yoshua Bengio and Doina Precup}, title = {A cry for help: Early detection of brain injury in newborns}, journal = {CoRR}, volume = {abs/2310.08338}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.08338}, doi = {10.48550/ARXIV.2310.08338}, eprinttype = {arXiv}, eprint = {2310.08338}, timestamp = {Thu, 26 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-08338.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-08774, author = {Mingyang Zhou and Zichao Yan and Elliot Layne and Nikolay Malkin and Dinghuai Zhang and Moksh Jain and Mathieu Blanchette and Yoshua Bengio}, title = {PhyloGFN: Phylogenetic inference with generative flow networks}, journal = {CoRR}, volume = {abs/2310.08774}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.08774}, doi = {10.48550/ARXIV.2310.08774}, eprinttype = {arXiv}, eprint = {2310.08774}, timestamp = {Thu, 26 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-08774.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-14782, author = {Alexandra Volokhova and Michal Koziarski and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Cheng{-}Hao Liu and Santiago Miret and Pablo Lemos and Luca A. Thiede and Zichao Yan and Al{\'{a}}n Aspuru{-}Guzik and Yoshua Bengio}, title = {Towards equilibrium molecular conformation generation with GFlowNets}, journal = {CoRR}, volume = {abs/2310.14782}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.14782}, doi = {10.48550/ARXIV.2310.14782}, eprinttype = {arXiv}, eprint = {2310.14782}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-14782.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-14935, author = {Alejandro Tejada{-}Lapuerta and Paul Bertin and Stefan Bauer and Hananeh Aliee and Yoshua Bengio and Fabian J. Theis}, title = {Causal machine learning for single-cell genomics}, journal = {CoRR}, volume = {abs/2310.14935}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.14935}, doi = {10.48550/ARXIV.2310.14935}, eprinttype = {arXiv}, eprint = {2310.14935}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-14935.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-17688, author = {Yoshua Bengio and Geoffrey E. Hinton and Andrew Yao and Dawn Song and Pieter Abbeel and Yuval Noah Harari and Ya{-}Qin Zhang and Lan Xue and Shai Shalev{-}Shwartz and Gillian K. Hadfield and Jeff Clune and Tegan Maharaj and Frank Hutter and Atilim G{\"{u}}nes Baydin and Sheila A. McIlraith and Qiqi Gao and Ashwin Acharya and David Krueger and Anca D. Dragan and Philip H. S. Torr and Stuart Russell and Daniel Kahneman and Jan Brauner and S{\"{o}}ren Mindermann}, title = {Managing {AI} Risks in an Era of Rapid Progress}, journal = {CoRR}, volume = {abs/2310.17688}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.17688}, doi = {10.48550/ARXIV.2310.17688}, eprinttype = {arXiv}, eprint = {2310.17688}, timestamp = {Mon, 04 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-17688.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-18780, author = {Stefano Massaroli and Michael Poli and Daniel Y. Fu and Hermann Kumbong and Rom N. Parnichkun and Aman Timalsina and David W. Romero and Quinn McIntyre and Beidi Chen and Atri Rudra and Ce Zhang and Christopher R{\'{e}} and Stefano Ermon and Yoshua Bengio}, title = {Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions}, journal = {CoRR}, volume = {abs/2310.18780}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.18780}, doi = {10.48550/ARXIV.2310.18780}, eprinttype = {arXiv}, eprint = {2310.18780}, timestamp = {Wed, 20 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-18780.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-18807, author = {Rim Assouel and Pau Rodr{\'{\i}}guez and Perouz Taslakian and David V{\'{a}}zquez and Yoshua Bengio}, title = {{OC-NMN:} Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning}, journal = {CoRR}, volume = {abs/2310.18807}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.18807}, doi = {10.48550/ARXIV.2310.18807}, eprinttype = {arXiv}, eprint = {2310.18807}, timestamp = {Thu, 02 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-18807.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-19054, author = {Amin Mansouri and Jason S. Hartford and Yan Zhang and Yoshua Bengio}, title = {Object-centric architectures enable efficient causal representation learning}, journal = {CoRR}, volume = {abs/2310.19054}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.19054}, doi = {10.48550/ARXIV.2310.19054}, eprinttype = {arXiv}, eprint = {2310.19054}, timestamp = {Thu, 02 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-19054.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-00936, author = {M{\'{e}}lisande Teng and Amna Elmustafa and Benjamin Akera and Yoshua Bengio and Hager Radi Abdelwahed and Hugo Larochelle and David Rolnick}, title = {SatBird: Bird Species Distribution Modeling with Remote Sensing and Citizen Science Data}, journal = {CoRR}, volume = {abs/2311.00936}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.00936}, doi = {10.48550/ARXIV.2311.00936}, eprinttype = {arXiv}, eprint = {2311.00936}, timestamp = {Tue, 07 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-00936.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-15268, author = {Vedant Shah and Frederik Tr{\"{a}}uble and Ashish Malik and Hugo Larochelle and Michael Mozer and Sanjeev Arora and Yoshua Bengio and Anirudh Goyal}, title = {Unlearning via Sparse Representations}, journal = {CoRR}, volume = {abs/2311.15268}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.15268}, doi = {10.48550/ARXIV.2311.15268}, eprinttype = {arXiv}, eprint = {2311.15268}, timestamp = {Fri, 01 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-15268.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-16176, author = {Luca Scimeca and Alexander Rubinstein and Damien Teney and Seong Joon Oh and Armand Mihai Nicolicioiu and Yoshua Bengio}, title = {Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models}, journal = {CoRR}, volume = {abs/2311.16176}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.16176}, doi = {10.48550/ARXIV.2311.16176}, eprinttype = {arXiv}, eprint = {2311.16176}, timestamp = {Mon, 04 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-16176.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-03911, author = {Pablo Lemos and Nikolay Malkin and Will Handley and Yoshua Bengio and Yashar Hezaveh and Laurence Perreault Levasseur}, title = {Improving Gradient-guided Nested Sampling for Posterior Inference}, journal = {CoRR}, volume = {abs/2312.03911}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.03911}, doi = {10.48550/ARXIV.2312.03911}, eprinttype = {arXiv}, eprint = {2312.03911}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-03911.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-07511, author = {Alexandre Duval and Simon V. Mathis and Chaitanya K. Joshi and Victor Schmidt and Santiago Miret and Fragkiskos D. Malliaros and Taco Cohen and Pietro Lio and Yoshua Bengio and Michael M. Bronstein}, title = {A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems}, journal = {CoRR}, volume = {abs/2312.07511}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.07511}, doi = {10.48550/ARXIV.2312.07511}, eprinttype = {arXiv}, eprint = {2312.07511}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-07511.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/informs/LarsenLBFLL22, author = {Eric Larsen and S{\'{e}}bastien Lachapelle and Yoshua Bengio and Emma Frejinger and Simon Lacoste{-}Julien and Andrea Lodi}, title = {Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information}, journal = {{INFORMS} J. Comput.}, volume = {34}, number = {1}, pages = {227--242}, year = {2022}, url = {https://doi.org/10.1287/ijoc.2021.1091}, doi = {10.1287/IJOC.2021.1091}, timestamp = {Wed, 27 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/informs/LarsenLBFLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/LiuKJWBS22, author = {Cheng{-}Hao Liu and Maksym Korablyov and Stanislaw Jastrzebski and Pawel Wlodarczyk{-}Pruszynski and Yoshua Bengio and Marwin H. S. Segler}, title = {RetroGNN: Fast Estimation of Synthesizability for Virtual Screening and De Novo Design by Learning from Slow Retrosynthesis Software}, journal = {J. Chem. Inf. Model.}, volume = {62}, number = {10}, pages = {2293--2300}, year = {2022}, url = {https://doi.org/10.1021/acs.jcim.1c01476}, doi = {10.1021/ACS.JCIM.1C01476}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcisd/LiuKJWBS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/VermaKLKSBL22, author = {Vikas Verma and Kenji Kawaguchi and Alex Lamb and Juho Kannala and Arno Solin and Yoshua Bengio and David Lopez{-}Paz}, title = {Interpolation consistency training for semi-supervised learning}, journal = {Neural Networks}, volume = {145}, pages = {90--106}, year = {2022}, url = {https://doi.org/10.1016/j.neunet.2021.10.008}, doi = {10.1016/J.NEUNET.2021.10.008}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/VermaKLKSBL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/LambVKMKKB22, author = {Alex Lamb and Vikas Verma and Kenji Kawaguchi and Alexander Matyasko and Savya Khosla and Juho Kannala and Yoshua Bengio}, title = {Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy}, journal = {Neural Networks}, volume = {154}, pages = {218--233}, year = {2022}, url = {https://doi.org/10.1016/j.neunet.2022.07.012}, doi = {10.1016/J.NEUNET.2022.07.012}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/LambVKMKKB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/GuptaKCGLBK22, author = {Prateek Gupta and Elias Boutros Khalil and Didier Ch{\'{e}}telat and Maxime Gasse and Andrea Lodi and Yoshua Bengio and M. Pawan Kumar}, title = {Lookback for Learning to Branch}, journal = {Trans. Mach. Learn. Res.}, volume = {2022}, year = {2022}, url = {https://openreview.net/forum?id=EQpGkw5rvL}, timestamp = {Fri, 19 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/GuptaKCGLBK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/LaoJHB22, author = {Qicheng Lao and Xiang Jiang and Mohammad Havaei and Yoshua Bengio}, title = {A Two-Stream Continual Learning System With Variational Domain-Agnostic Feature Replay}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {33}, number = {9}, pages = {4466--4478}, year = {2022}, url = {https://doi.org/10.1109/TNNLS.2021.3057453}, doi = {10.1109/TNNLS.2021.3057453}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/LaoJHB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/ZhangZCBL22, author = {Tianyi Zhang and Shirui Zhang and Ziwei Chen and Yoshua Bengio and Dianbo Liu}, editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen and Dirk Van den Poel and Xiaohua Hu and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan}, title = {{PMFL:} Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records}, booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}, pages = {4453--4462}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BigData55660.2022.10020281}, doi = {10.1109/BIGDATA55660.2022.10020281}, timestamp = {Fri, 18 Aug 2023 17:39:03 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangZCBL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/clear2/AssouelCCBB22, author = {Rim Assouel and Llu{\'{\i}}s Castrej{\'{o}}n and Aaron C. Courville and Nicolas Ballas and Yoshua Bengio}, editor = {Bernhard Sch{\"{o}}lkopf and Caroline Uhler and Kun Zhang}, title = {{VIM:} Variational Independent Modules for Video Prediction}, booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia Conference Center, Eureka, CA, USA, 11-13 April, 2022}, series = {Proceedings of Machine Learning Research}, volume = {177}, pages = {70--89}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v177/assouel22a.html}, timestamp = {Wed, 06 Jul 2022 16:57:27 +0200}, biburl = {https://dblp.org/rec/conf/clear2/AssouelCCBB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/AhujaHB22, author = {Kartik Ahuja and Jason S. Hartford and Yoshua Bengio}, title = {Properties from mechanisms: an equivariance perspective on identifiable representation learning}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=g5ynW-jMq4M}, timestamp = {Thu, 04 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/AhujaHB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/DeleuKFKBLB22, author = {Tristan Deleu and David Kanaa and Leo Feng and Giancarlo Kerg and Yoshua Bengio and Guillaume Lajoie and Pierre{-}Luc Bacon}, title = {Continuous-Time Meta-Learning with Forward Mode Differentiation}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=57PipS27Km}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/DeleuKFKBLB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/DwivediL0BB22, author = {Vijay Prakash Dwivedi and Anh Tuan Luu and Thomas Laurent and Yoshua Bengio and Xavier Bresson}, title = {Graph Neural Networks with Learnable Structural and Positional Representations}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=wTTjnvGphYj}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/DwivediL0BB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GoyalDLBKRBBMB22, author = {Anirudh Goyal and Aniket Rajiv Didolkar and Alex Lamb and Kartikeya Badola and Nan Rosemary Ke and Nasim Rahaman and Jonathan Binas and Charles Blundell and Michael Curtis Mozer and Yoshua Bengio}, title = {Coordination Among Neural Modules Through a Shared Global Workspace}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=XzTtHjgPDsT}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GoyalDLBKRBBMB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MittalRRBL22, author = {Sarthak Mittal and Sharath Chandra Raparthy and Irina Rish and Yoshua Bengio and Guillaume Lajoie}, title = {Compositional Attention: Disentangling Search and Retrieval}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=IwJPj2MBcIa}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MittalRRBL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MorrisonKKSCB22, author = {Max Morrison and Rithesh Kumar and Kundan Kumar and Prem Seetharaman and Aaron C. Courville and Yoshua Bengio}, title = {Chunked Autoregressive {GAN} for Conditional Waveform Synthesis}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=v3aeIsY\_vVX}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MorrisonKKSCB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SchmidtLTZRRCJV22, author = {Victor Schmidt and Alexandra Luccioni and M{\'{e}}lisande Teng and Tianyu Zhang and Alexia Reynaud and Sunand Raghupathi and Gautier Cosne and Adrien Juraver and Vahe Vardanyan and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Yoshua Bengio}, title = {ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=EZNOb\_uNpJk}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SchmidtLTZRRCJV22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhangFBC22, author = {Dinghuai Zhang and Jie Fu and Yoshua Bengio and Aaron C. Courville}, title = {Unifying Likelihood-free Inference with Black-box Optimization and Beyond}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=1HxTO6CTkz}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhangFBC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ErnoultNMSBRRB22, author = {Maxence Ernoult and Fabrice Normandin and Abhinav Moudgil and Sean Spinney and Eugene Belilovsky and Irina Rish and Blake A. Richards and Yoshua Bengio}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Towards Scaling Difference Target Propagation by Learning Backprop Targets}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {5968--5987}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/ernoult22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/ErnoultNMSBRRB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/JainBHRDEFZKZSD22, author = {Moksh Jain and Emmanuel Bengio and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Jarrid Rector{-}Brooks and Bonaventure F. P. Dossou and Chanakya Ajit Ekbote and Jie Fu and Tianyu Zhang and Michael Kilgour and Dinghuai Zhang and Lena Simine and Payel Das and Yoshua Bengio}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Biological Sequence Design with GFlowNets}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {9786--9801}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/jain22a.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/JainBHRDEFZKZSD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PezeshkiMBL22, author = {Mohammad Pezeshki and Amartya Mitra and Yoshua Bengio and Guillaume Lajoie}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Multi-scale Feature Learning Dynamics: Insights for Double Descent}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {17669--17690}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/pezeshki22a.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/PezeshkiMBL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZhangMLVCB22, author = {Dinghuai Zhang and Nikolay Malkin and Zhen Liu and Alexandra Volokhova and Aaron C. Courville and Yoshua Bengio}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Generative Flow Networks for Discrete Probabilistic Modeling}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {26412--26428}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/zhang22v.html}, timestamp = {Mon, 06 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/ZhangMLVCB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZhangZCBRS22, author = {Dinghuai Zhang and Hongyang Zhang and Aaron C. Courville and Yoshua Bengio and Pradeep Ravikumar and Arun Sai Suggala}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Building Robust Ensembles via Margin Boosting}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {26669--26692}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/zhang22aj.html}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ZhangZCBRS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AhujaHB22, author = {Kartik Ahuja and Jason S. Hartford and Yoshua Bengio}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Weakly Supervised Representation Learning with Sparse Perturbations}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/63d3bae2c1f525745003f679e45bcf7b-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/AhujaHB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BoussifBBA22, author = {Oussama Boussif and Yoshua Bengio and Loubna Benabbou and Dan Assouline}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {MAgNet: Mesh Agnostic Neural {PDE} Solver}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/cf4c7ee0734cdfe09a099cf6cd7b117a-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BoussifBBA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DidolkarGGGLKB22, author = {Aniket Didolkar and Kshitij Gupta and Anirudh Goyal and Nitesh B. Gundavarapu and Alex Lamb and Nan Rosemary Ke and Yoshua Bengio}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4446b84fdf15b17c091582e4b86f8a05-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DidolkarGGGLKB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Gallego-PosadaR22, author = {Jose Gallego{-}Posada and Juan Ramirez and Akram Erraqabi and Yoshua Bengio and Simon Lacoste{-}Julien}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Controlled Sparsity via Constrained Optimization or: How {I} Learned to Stop Tuning Penalties and Love Constraints}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/089b592cccfafdca8e0178e85b609f19-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Gallego-PosadaR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/IslamZGLKLLBC22, author = {Riashat Islam and Hongyu Zang and Anirudh Goyal and Alex M. Lamb and Kenji Kawaguchi and Xin Li and Romain Laroche and Yoshua Bengio and Remi Tachet des Combes}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/18ddfb199d71a8a24f83abc1ced077b7-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/IslamZGLKLLBC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MalkinJBSB22, author = {Nikolay Malkin and Moksh Jain and Emmanuel Bengio and Chen Sun and Yoshua Bengio}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Trajectory balance: Improved credit assignment in GFlowNets}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/27b51baca8377a0cf109f6ecc15a0f70-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MalkinJBSB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MittalBL22, author = {Sarthak Mittal and Yoshua Bengio and Guillaume Lajoie}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Is a Modular Architecture Enough?}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/b8d1d741f137d9b6ac4f3c1683791e4a-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MittalBL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WeissRLPBSLB22, author = {Martin Weiss and Nasim Rahaman and Francesco Locatello and Chris Pal and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf and Li Erran Li and Nicolas Ballas}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Neural Attentive Circuits}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/32f227c41a0b4e36f65bebb4aeda94a2-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WeissRLPBSLB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DeleuGERLBB22, author = {Tristan Deleu and Ant{\'{o}}nio G{\'{o}}is and Chris Emezue and Mansi Rankawat and Simon Lacoste{-}Julien and Stefan Bauer and Yoshua Bengio}, editor = {James Cussens and Kun Zhang}, title = {Bayesian structure learning with generative flow networks}, booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {180}, pages = {518--528}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v180/deleu22a.html}, timestamp = {Sat, 15 Oct 2022 12:08:13 +0200}, biburl = {https://dblp.org/rec/conf/uai/DeleuGERLBB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ErraqabiMZSLDB22, author = {Akram Erraqabi and Marlos C. Machado and Mingde Zhao and Sainbayar Sukhbaatar and Alessandro Lazaric and Ludovic Denoyer and Yoshua Bengio}, editor = {James Cussens and Kun Zhang}, title = {Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in {RL}}, booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, {UAI} 2022, 1-5 August 2022, Eindhoven, The Netherlands}, series = {Proceedings of Machine Learning Research}, volume = {180}, pages = {641--651}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v180/erraqabi22a.html}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/ErraqabiMZSLDB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-11775, author = {Ramnath Kumar and Tristan Deleu and Yoshua Bengio}, title = {The Effect of Diversity in Meta-Learning}, journal = {CoRR}, volume = {abs/2201.11775}, year = {2022}, url = {https://arxiv.org/abs/2201.11775}, eprinttype = {arXiv}, eprint = {2201.11775}, timestamp = {Wed, 02 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-11775.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-11783, author = {Ramnath Kumar and Tristan Deleu and Yoshua Bengio}, title = {Rethinking Learning Dynamics in {RL} using Adversarial Networks}, journal = {CoRR}, volume = {abs/2201.11783}, year = {2022}, url = {https://arxiv.org/abs/2201.11783}, eprinttype = {arXiv}, eprint = {2201.11783}, timestamp = {Wed, 02 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-11783.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-13259, author = {Nikolay Malkin and Moksh Jain and Emmanuel Bengio and Chen Sun and Yoshua Bengio}, title = {Trajectory Balance: Improved Credit Assignment in GFlowNets}, journal = {CoRR}, volume = {abs/2201.13259}, year = {2022}, url = {https://arxiv.org/abs/2201.13259}, eprinttype = {arXiv}, eprint = {2201.13259}, timestamp = {Tue, 09 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-13259.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-13415, author = {Maxence Ernoult and Fabrice Normandin and Abhinav Moudgil and Sean Spinney and Eugene Belilovsky and Irina Rish and Blake A. Richards and Yoshua Bengio}, title = {Towards Scaling Difference Target Propagation by Learning Backprop Targets}, journal = {CoRR}, volume = {abs/2201.13415}, year = {2022}, url = {https://arxiv.org/abs/2201.13415}, eprinttype = {arXiv}, eprint = {2201.13415}, timestamp = {Thu, 17 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-13415.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-01334, author = {Dianbo Liu and Alex Lamb and Xu Ji and Pascal Notsawo and Michael Mozer and Yoshua Bengio and Kenji Kawaguchi}, title = {Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization}, journal = {CoRR}, volume = {abs/2202.01334}, year = {2022}, url = {https://arxiv.org/abs/2202.01334}, eprinttype = {arXiv}, eprint = {2202.01334}, timestamp = {Wed, 09 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-01334.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-01361, author = {Dinghuai Zhang and Nikolay Malkin and Zhen Liu and Alexandra Volokhova and Aaron C. Courville and Yoshua Bengio}, title = {Generative Flow Networks for Discrete Probabilistic Modeling}, journal = {CoRR}, volume = {abs/2202.01361}, year = {2022}, url = {https://arxiv.org/abs/2202.01361}, eprinttype = {arXiv}, eprint = {2202.01361}, timestamp = {Mon, 06 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-01361.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-04202, author = {Paul Bertin and Jarrid Rector{-}Brooks and Deepak Sharma and Thomas Gaudelet and Andrew Anighoro and Torsten Gross and Francisco Martinez{-}Pena and Eileen L. Tang and Suraj M. S and Cristian Regep and Jeremy B. R. Hayter and Maksym Korablyov and Nicholas Valiante and Almer van der Sloot and Mike Tyers and Charles Roberts and Michael M. Bronstein and Luke L. Lairson and Jake P. Taylor{-}King and Yoshua Bengio}, title = {{RECOVER:} sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitro}, journal = {CoRR}, volume = {abs/2202.04202}, year = {2022}, url = {https://arxiv.org/abs/2202.04202}, eprinttype = {arXiv}, eprint = {2202.04202}, timestamp = {Tue, 01 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-04202.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-13903, author = {Tristan Deleu and Ant{\'{o}}nio G{\'{o}}is and Chris Emezue and Mansi Rankawat and Simon Lacoste{-}Julien and Stefan Bauer and Yoshua Bengio}, title = {Bayesian Structure Learning with Generative Flow Networks}, journal = {CoRR}, volume = {abs/2202.13903}, year = {2022}, url = {https://arxiv.org/abs/2202.13903}, eprinttype = {arXiv}, eprint = {2202.13903}, timestamp = {Thu, 03 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-13903.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-01443, author = {Tristan Deleu and David Kanaa and Leo Feng and Giancarlo Kerg and Yoshua Bengio and Guillaume Lajoie and Pierre{-}Luc Bacon}, title = {Continuous-Time Meta-Learning with Forward Mode Differentiation}, journal = {CoRR}, volume = {abs/2203.01443}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.01443}, doi = {10.48550/ARXIV.2203.01443}, eprinttype = {arXiv}, eprint = {2203.01443}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-01443.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-03724, author = {Fran{\c{c}}ois St{-}Hilaire and Dung Do Vu and Antoine Frau and Nathan Burns and Farid Faraji and Joseph Potochny and Stephane Robert and Arnaud Roussel and Selene Zheng and Taylor Glazier and Junfel Vincent Romano and Robert Belfer and Muhammad Shayan and Ariella Smofsky and Tommy Delarosbil and Seulmin Ahn and Simon Eden{-}Walker and Kritika Sony and Ansona Onyi Ching and Sabina Elkins and Anush Stepanyan and Adela Matajova and Victor Chen and Hossein Sahraei and Robert Larson and Nadia Markova and Andrew Barkett and Laurent Charlin and Yoshua Bengio and Iulian Vlad Serban and Ekaterina Kochmar}, title = {A New Era: Intelligent Tutoring Systems Will Transform Online Learning for Millions}, journal = {CoRR}, volume = {abs/2203.03724}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.03724}, doi = {10.48550/ARXIV.2203.03724}, eprinttype = {arXiv}, eprint = {2203.03724}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-03724.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-04115, author = {Moksh Jain and Emmanuel Bengio and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Jarrid Rector{-}Brooks and Bonaventure F. P. Dossou and Chanakya Ekbote and Jie Fu and Tianyu Zhang and Michael Kilgour and Dinghuai Zhang and Lena Simine and Payel Das and Yoshua Bengio}, title = {Biological Sequence Design with GFlowNets}, journal = {CoRR}, volume = {abs/2203.04115}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.04115}, doi = {10.48550/ARXIV.2203.04115}, eprinttype = {arXiv}, eprint = {2203.04115}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-04115.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-11369, author = {Akram Erraqabi and Marlos C. Machado and Mingde Zhao and Sainbayar Sukhbaatar and Alessandro Lazaric and Ludovic Denoyer and Yoshua Bengio}, title = {Temporal Abstractions-Augmented Temporally Contrastive Learning: An Alternative to the Laplacian in {RL}}, journal = {CoRR}, volume = {abs/2203.11369}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.11369}, doi = {10.48550/ARXIV.2203.11369}, eprinttype = {arXiv}, eprint = {2203.11369}, timestamp = {Tue, 29 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-11369.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-00666, author = {Yoshua Bengio and Prateek Gupta and Dylan R. Radovic and Maarten Scholl and Andrew Williams and Christian Schr{\"{o}}der de Witt and Tianyu Zhang and Yang Zhang}, title = {(Private)-Retroactive Carbon Pricing [(P)ReCaP]: {A} Market-based Approach for Climate Finance and Risk Assessment}, journal = {CoRR}, volume = {abs/2205.00666}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.00666}, doi = {10.48550/ARXIV.2205.00666}, eprinttype = {arXiv}, eprint = {2205.00666}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-00666.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-03027, author = {Sanghyun Yoo and Inchul Song and Yoshua Bengio}, title = {A Highly Adaptive Acoustic Model for Accurate Multi-Dialect Speech Recognition}, journal = {CoRR}, volume = {abs/2205.03027}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.03027}, doi = {10.48550/ARXIV.2205.03027}, eprinttype = {arXiv}, eprint = {2205.03027}, timestamp = {Wed, 11 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-03027.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-09305, author = {Mike He Zhu and L{\'{e}}na N{\'{e}}hale Ezzine and Dianbo Liu and Yoshua Bengio}, title = {FedILC: Weighted Geometric Mean and Invariant Gradient Covariance for Federated Learning on Non-IID Data}, journal = {CoRR}, volume = {abs/2205.09305}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.09305}, doi = {10.48550/ARXIV.2205.09305}, eprinttype = {arXiv}, eprint = {2205.09305}, timestamp = {Mon, 23 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-09305.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-10607, author = {Dianbo Liu and Vedant Shah and Oussama Boussif and Cristian Meo and Anirudh Goyal and Tianmin Shu and Michael Mozer and Nicolas Heess and Yoshua Bengio}, title = {Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel}, journal = {CoRR}, volume = {abs/2205.10607}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.10607}, doi = {10.48550/ARXIV.2205.10607}, eprinttype = {arXiv}, eprint = {2205.10607}, timestamp = {Mon, 30 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-10607.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-11101, author = {Sharut Gupta and Kartik Ahuja and Mohammad Havaei and Niladri Chatterjee and Yoshua Bengio}, title = {{FL} Games: {A} federated learning framework for distribution shifts}, journal = {CoRR}, volume = {abs/2205.11101}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.11101}, doi = {10.48550/ARXIV.2205.11101}, eprinttype = {arXiv}, eprint = {2205.11101}, timestamp = {Mon, 30 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-11101.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-14794, author = {Aniket Didolkar and Kshitij Gupta and Anirudh Goyal and Alex Lamb and Nan Rosemary Ke and Yoshua Bengio}, title = {Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning}, journal = {CoRR}, volume = {abs/2205.14794}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.14794}, doi = {10.48550/ARXIV.2205.14794}, eprinttype = {arXiv}, eprint = {2205.14794}, timestamp = {Wed, 01 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-14794.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-15021, author = {Benjamin Scellier and Siddhartha Mishra and Yoshua Bengio and Yann Ollivier}, title = {Agnostic Physics-Driven Deep Learning}, journal = {CoRR}, volume = {abs/2205.15021}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.15021}, doi = {10.48550/ARXIV.2205.15021}, eprinttype = {arXiv}, eprint = {2205.15021}, timestamp = {Wed, 01 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-15021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-01101, author = {Kartik Ahuja and Jason S. Hartford and Yoshua Bengio}, title = {Weakly Supervised Representation Learning with Sparse Perturbations}, journal = {CoRR}, volume = {abs/2206.01101}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.01101}, doi = {10.48550/ARXIV.2206.01101}, eprinttype = {arXiv}, eprint = {2206.01101}, timestamp = {Thu, 04 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-01101.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-02713, author = {Sarthak Mittal and Yoshua Bengio and Guillaume Lajoie}, title = {Is a Modular Architecture Enough?}, journal = {CoRR}, volume = {abs/2206.02713}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.02713}, doi = {10.48550/ARXIV.2206.02713}, eprinttype = {arXiv}, eprint = {2206.02713}, timestamp = {Tue, 14 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-02713.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-03362, author = {Dinghuai Zhang and Hongyang Zhang and Aaron C. Courville and Yoshua Bengio and Pradeep Ravikumar and Arun Sai Suggala}, title = {Building Robust Ensembles via Margin Boosting}, journal = {CoRR}, volume = {abs/2206.03362}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.03362}, doi = {10.48550/ARXIV.2206.03362}, eprinttype = {arXiv}, eprint = {2206.03362}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-03362.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-04620, author = {Nino Scherrer and Anirudh Goyal and Stefan Bauer and Yoshua Bengio and Nan Rosemary Ke}, title = {On the Generalization and Adaption Performance of Causal Models}, journal = {CoRR}, volume = {abs/2206.04620}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.04620}, doi = {10.48550/ARXIV.2206.04620}, eprinttype = {arXiv}, eprint = {2206.04620}, timestamp = {Wed, 15 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-04620.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-05056, author = {Giancarlo Kerg and Sarthak Mittal and David Rolnick and Yoshua Bengio and Blake A. Richards and Guillaume Lajoie}, title = {On Neural Architecture Inductive Biases for Relational Tasks}, journal = {CoRR}, volume = {abs/2206.05056}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.05056}, doi = {10.48550/ARXIV.2206.05056}, eprinttype = {arXiv}, eprint = {2206.05056}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-05056.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-12840, author = {Yezhen Wang and Tong Che and Bo Li and Kaitao Song and Hengzhi Pei and Yoshua Bengio and Dongsheng Li}, title = {Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One}, journal = {CoRR}, volume = {abs/2206.12840}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.12840}, doi = {10.48550/ARXIV.2206.12840}, eprinttype = {arXiv}, eprint = {2206.12840}, timestamp = {Sun, 19 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-12840.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-14987, author = {Prateek Gupta and Elias B. Khalil and Didier Ch{\'{e}}telat and Maxime Gasse and Yoshua Bengio and Andrea Lodi and M. Pawan Kumar}, title = {Lookback for Learning to Branch}, journal = {CoRR}, volume = {abs/2206.14987}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.14987}, doi = {10.48550/ARXIV.2206.14987}, eprinttype = {arXiv}, eprint = {2206.14987}, timestamp = {Mon, 04 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-14987.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-11240, author = {Frederik Tr{\"{a}}uble and Anirudh Goyal and Nasim Rahaman and Michael Mozer and Kenji Kawaguchi and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf}, title = {Discrete Key-Value Bottleneck}, journal = {CoRR}, volume = {abs/2207.11240}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.11240}, doi = {10.48550/ARXIV.2207.11240}, eprinttype = {arXiv}, eprint = {2207.11240}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-11240.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-04425, author = {Jose Gallego{-}Posada and Juan Ramirez and Akram Erraqabi and Yoshua Bengio and Simon Lacoste{-}Julien}, title = {Controlled Sparsity via Constrained Optimization or: How {I} Learned to Stop Tuning Penalties and Love Constraints}, journal = {CoRR}, volume = {abs/2208.04425}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.04425}, doi = {10.48550/ARXIV.2208.04425}, eprinttype = {arXiv}, eprint = {2208.04425}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-04425.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-05341, author = {Siba Moussa and Michael Kilgour and Clara Jans and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Miroslava Cuperlovic{-}Culf and Yoshua Bengio and Lena Simine}, title = {Diversifying Design of Nucleic Acid Aptamers Using Unsupervised Machine Learning}, journal = {CoRR}, volume = {abs/2208.05341}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.05341}, doi = {10.48550/ARXIV.2208.05341}, eprinttype = {arXiv}, eprint = {2208.05341}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-05341.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-07004, author = {Tianyu Zhang and Andrew Williams and Soham Phade and Sunil Srinivasa and Yang Zhang and Prateek Gupta and Yoshua Bengio and Stephan Zheng}, title = {{AI} for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in {RICE-N}}, journal = {CoRR}, volume = {abs/2208.07004}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.07004}, doi = {10.48550/ARXIV.2208.07004}, eprinttype = {arXiv}, eprint = {2208.07004}, timestamp = {Wed, 17 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-07004.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-02606, author = {Dinghuai Zhang and Ricky T. Q. Chen and Nikolay Malkin and Yoshua Bengio}, title = {Unifying Generative Models with GFlowNets}, journal = {CoRR}, volume = {abs/2209.02606}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.02606}, doi = {10.48550/ARXIV.2209.02606}, eprinttype = {arXiv}, eprint = {2209.02606}, timestamp = {Mon, 26 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-02606.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-06259, author = {Leo Feng and Padideh Nouri and Aneri Muni and Yoshua Bengio and Pierre{-}Luc Bacon}, title = {Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization}, journal = {CoRR}, volume = {abs/2209.06259}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.06259}, doi = {10.48550/ARXIV.2209.06259}, eprinttype = {arXiv}, eprint = {2209.06259}, timestamp = {Tue, 27 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-06259.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-11924, author = {Kartik Ahuja and Yixin Wang and Divyat Mahajan and Yoshua Bengio}, title = {Interventional Causal Representation Learning}, journal = {CoRR}, volume = {abs/2209.11924}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.11924}, doi = {10.48550/ARXIV.2209.11924}, eprinttype = {arXiv}, eprint = {2209.11924}, timestamp = {Thu, 06 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-11924.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-12782, author = {Kanika Madan and Jarrid Rector{-}Brooks and Maksym Korablyov and Emmanuel Bengio and Moksh Jain and Andrei Cristian Nica and Tom Bosc and Yoshua Bengio and Nikolay Malkin}, title = {Learning GFlowNets from partial episodes for improved convergence and stability}, journal = {CoRR}, volume = {abs/2209.12782}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.12782}, doi = {10.48550/ARXIV.2209.12782}, eprinttype = {arXiv}, eprint = {2209.12782}, timestamp = {Wed, 16 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-12782.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-13518, author = {Bonaventure F. P. Dossou and Dianbo Liu and Xu Ji and Moksh Jain and Almer M. van der Sloot and Roger Palou and Michael Tyers and Yoshua Bengio}, title = {Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial Peptides Generation and Selection}, journal = {CoRR}, volume = {abs/2209.13518}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.13518}, doi = {10.48550/ARXIV.2209.13518}, eprinttype = {arXiv}, eprint = {2209.13518}, timestamp = {Thu, 06 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-13518.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-00173, author = {Jiaye Teng and Chuan Wen and Dinghuai Zhang and Yoshua Bengio and Yang Gao and Yang Yuan}, title = {Predictive Inference with Feature Conformal Prediction}, journal = {CoRR}, volume = {abs/2210.00173}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.00173}, doi = {10.48550/ARXIV.2210.00173}, eprinttype = {arXiv}, eprint = {2210.00173}, timestamp = {Fri, 07 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-00173.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-00580, author = {Nikolay Malkin and Salem Lahlou and Tristan Deleu and Xu Ji and Edward J. Hu and Katie Everett and Dinghuai Zhang and Yoshua Bengio}, title = {GFlowNets and variational inference}, journal = {CoRR}, volume = {abs/2210.00580}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.00580}, doi = {10.48550/ARXIV.2210.00580}, eprinttype = {arXiv}, eprint = {2210.00580}, timestamp = {Fri, 07 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-00580.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-00999, author = {Dinghuai Zhang and Aaron C. Courville and Yoshua Bengio and Qinqing Zheng and Amy Zhang and Ricky T. Q. Chen}, title = {Latent State Marginalization as a Low-cost Approach for Improving Exploration}, journal = {CoRR}, volume = {abs/2210.00999}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.00999}, doi = {10.48550/ARXIV.2210.00999}, eprinttype = {arXiv}, eprint = {2210.00999}, timestamp = {Fri, 07 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-00999.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-03022, author = {Dianbo Liu and Vedant Shah and Oussama Boussif and Cristian Meo and Anirudh Goyal and Tianmin Shu and Michael Mozer and Nicolas Heess and Yoshua Bengio}, title = {Stateful active facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning}, journal = {CoRR}, volume = {abs/2210.03022}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.03022}, doi = {10.48550/ARXIV.2210.03022}, eprinttype = {arXiv}, eprint = {2210.03022}, timestamp = {Fri, 07 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-03022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-03308, author = {Ling Pan and Dinghuai Zhang and Aaron C. Courville and Longbo Huang and Yoshua Bengio}, title = {Generative Augmented Flow Networks}, journal = {CoRR}, volume = {abs/2210.03308}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.03308}, doi = {10.48550/ARXIV.2210.03308}, eprinttype = {arXiv}, eprint = {2210.03308}, timestamp = {Wed, 12 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-03308.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-05495, author = {Oussama Boussif and Dan Assouline and Loubna Benabbou and Yoshua Bengio}, title = {MAgNet: Mesh Agnostic Neural {PDE} Solver}, journal = {CoRR}, volume = {abs/2210.05495}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.05495}, doi = {10.48550/ARXIV.2210.05495}, eprinttype = {arXiv}, eprint = {2210.05495}, timestamp = {Thu, 13 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-05495.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-05519, author = {Ruixiang Zhang and Tong Che and Boris Ivanovic and Renhao Wang and Marco Pavone and Yoshua Bengio and Liam Paull}, title = {Robust and Controllable Object-Centric Learning through Energy-based Models}, journal = {CoRR}, volume = {abs/2210.05519}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.05519}, doi = {10.48550/ARXIV.2210.05519}, eprinttype = {arXiv}, eprint = {2210.05519}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-05519.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-05845, author = {Chen Sun and Wannan Yang and Benjamin Alsbury{-}Nealy and Yoshua Bengio and Blake A. Richards}, title = {Contrastive introspection (ConSpec) to rapidly identify invariant steps for success}, journal = {CoRR}, volume = {abs/2210.05845}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.05845}, doi = {10.48550/ARXIV.2210.05845}, eprinttype = {arXiv}, eprint = {2210.05845}, timestamp = {Tue, 09 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-05845.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-08031, author = {Nasim Rahaman and Martin Weiss and Francesco Locatello and Chris Pal and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf and Li Erran Li and Nicolas Ballas}, title = {Neural Attentive Circuits}, journal = {CoRR}, volume = {abs/2210.08031}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.08031}, doi = {10.48550/ARXIV.2210.08031}, eprinttype = {arXiv}, eprint = {2210.08031}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-08031.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-08340, author = {Anthony Zador and Blake A. Richards and Bence {\"{O}}lveczky and Sean Escola and Yoshua Bengio and Kwabena Boahen and Matthew M. Botvinick and Dmitri B. Chklovskii and Anne Churchland and Claudia Clopath and James DiCarlo and Surya Ganguli and Jeff Hawkins and Konrad P. K{\"{o}}rding and Alexei A. Koulakov and Yann LeCun and Timothy P. Lillicrap and Adam H. Marblestone and Bruno A. Olshausen and Alexandre Pouget and Cristina Savin and Terrence J. Sejnowski and Eero P. Simoncelli and Sara A. Solla and David Sussillo and Andreas S. Tolias and Doris Tsao}, title = {Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution}, journal = {CoRR}, volume = {abs/2210.08340}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.08340}, doi = {10.48550/ARXIV.2210.08340}, eprinttype = {arXiv}, eprint = {2210.08340}, timestamp = {Wed, 19 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-08340.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-12765, author = {Moksh Jain and Sharath Chandra Raparthy and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Jarrid Rector{-}Brooks and Yoshua Bengio and Santiago Miret and Emmanuel Bengio}, title = {Multi-Objective GFlowNets}, journal = {CoRR}, volume = {abs/2210.12765}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.12765}, doi = {10.48550/ARXIV.2210.12765}, eprinttype = {arXiv}, eprint = {2210.12765}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-12765.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-12928, author = {Dianbo Liu and Moksh Jain and Bonaventure Dossou and Qianli Shen and Salem Lahlou and Anirudh Goyal and Nikolay Malkin and Chris Emezue and Dinghuai Zhang and Nadhir Hassen and Xu Ji and Kenji Kawaguchi and Yoshua Bengio}, title = {GFlowOut: Dropout with Generative Flow Networks}, journal = {CoRR}, volume = {abs/2210.12928}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.12928}, doi = {10.48550/ARXIV.2210.12928}, eprinttype = {arXiv}, eprint = {2210.12928}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-12928.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-00184, author = {Sharut Gupta and Kartik Ahuja and Mohammad Havaei and Niladri Chatterjee and Yoshua Bengio}, title = {{FL} Games: {A} Federated Learning Framework for Distribution Shifts}, journal = {CoRR}, volume = {abs/2211.00184}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.00184}, doi = {10.48550/ARXIV.2211.00184}, eprinttype = {arXiv}, eprint = {2211.00184}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-00184.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-00247, author = {Riashat Islam and Hongyu Zang and Anirudh Goyal and Alex Lamb and Kenji Kawaguchi and Xin Li and Romain Laroche and Yoshua Bengio and Remi Tachet des Combes}, title = {Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning}, journal = {CoRR}, volume = {abs/2211.00247}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.00247}, doi = {10.48550/ARXIV.2211.00247}, eprinttype = {arXiv}, eprint = {2211.00247}, timestamp = {Thu, 04 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-00247.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-00568, author = {Chanakya Ekbote and Moksh Jain and Payel Das and Yoshua Bengio}, title = {Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions}, journal = {CoRR}, volume = {abs/2211.00568}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.00568}, doi = {10.48550/ARXIV.2211.00568}, eprinttype = {arXiv}, eprint = {2211.00568}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-00568.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-02348, author = {Nasim Rahaman and Martin Weiss and Frederik Tr{\"{a}}uble and Francesco Locatello and Alexandre Lacoste and Yoshua Bengio and Chris Pal and Li Erran Li and Bernhard Sch{\"{o}}lkopf}, title = {A General Purpose Neural Architecture for Geospatial Systems}, journal = {CoRR}, volume = {abs/2211.02348}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.02348}, doi = {10.48550/ARXIV.2211.02348}, eprinttype = {arXiv}, eprint = {2211.02348}, timestamp = {Wed, 09 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-02348.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-02763, author = {Mizu Nishikawa{-}Toomey and Tristan Deleu and Jithendaraa Subramanian and Yoshua Bengio and Laurent Charlin}, title = {Bayesian learning of Causal Structure and Mechanisms with GFlowNets and Variational Bayes}, journal = {CoRR}, volume = {abs/2211.02763}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.02763}, doi = {10.48550/ARXIV.2211.02763}, eprinttype = {arXiv}, eprint = {2211.02763}, timestamp = {Wed, 09 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-02763.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-03812, author = {Alexandre Adam and Adam Coogan and Nikolay Malkin and Ronan Legin and Laurence Perreault Levasseur and Yashar Hezaveh and Yoshua Bengio}, title = {Posterior samples of source galaxies in strong gravitational lenses with score-based priors}, journal = {CoRR}, volume = {abs/2211.03812}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.03812}, doi = {10.48550/ARXIV.2211.03812}, eprinttype = {arXiv}, eprint = {2211.03812}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-03812.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-06489, author = {S{\'{e}}kou{-}Oumar Kaba and Arnab Kumar Mondal and Yan Zhang and Yoshua Bengio and Siamak Ravanbakhsh}, title = {Equivariance with Learned Canonicalization Functions}, journal = {CoRR}, volume = {abs/2211.06489}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.06489}, doi = {10.48550/ARXIV.2211.06489}, eprinttype = {arXiv}, eprint = {2211.06489}, timestamp = {Tue, 15 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-06489.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-08458, author = {Leo Feng and Hossein Hajimirsadeghi and Yoshua Bengio and Mohamed Osama Ahmed}, title = {Latent Bottlenecked Attentive Neural Processes}, journal = {CoRR}, volume = {abs/2211.08458}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.08458}, doi = {10.48550/ARXIV.2211.08458}, eprinttype = {arXiv}, eprint = {2211.08458}, timestamp = {Wed, 23 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-08458.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-12020, author = {Alexandre Duval and Victor Schmidt and Santiago Miret and Yoshua Bengio and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and David Rolnick}, title = {PhAST: Physics-Aware, Scalable, and Task-specific GNNs for Accelerated Catalyst Design}, journal = {CoRR}, volume = {abs/2211.12020}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.12020}, doi = {10.48550/ARXIV.2211.12020}, eprinttype = {arXiv}, eprint = {2211.12020}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-12020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-14666, author = {S{\'{e}}bastien Lachapelle and Tristan Deleu and Divyat Mahajan and Ioannis Mitliagkas and Yoshua Bengio and Simon Lacoste{-}Julien and Quentin Bertrand}, title = {Synergies Between Disentanglement and Sparsity: a Multi-Task Learning Perspective}, journal = {CoRR}, volume = {abs/2211.14666}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.14666}, doi = {10.48550/ARXIV.2211.14666}, eprinttype = {arXiv}, eprint = {2211.14666}, timestamp = {Tue, 29 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-14666.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-13381, author = {Vikas Verma and Sarthak Mittal and Wai Hoh Tang and Hieu Pham and Juho Kannala and Yoshua Bengio and Arno Solin and Kenji Kawaguchi}, title = {MixupE: Understanding and Improving Mixup from Directional Derivative Perspective}, journal = {CoRR}, volume = {abs/2212.13381}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.13381}, doi = {10.48550/ARXIV.2212.13381}, eprinttype = {arXiv}, eprint = {2212.13381}, timestamp = {Mon, 15 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-13381.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/BengioLH21, author = {Yoshua Bengio and Yann LeCun and Geoffrey E. Hinton}, title = {Deep learning for {AI}}, journal = {Commun. {ACM}}, volume = {64}, number = {7}, pages = {58--65}, year = {2021}, url = {https://doi.org/10.1145/3448250}, doi = {10.1145/3448250}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cacm/BengioLH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cga/LuccioniSVBR21, author = {Alexandra Luccioni and Victor Schmidt and Vahe Vardanyan and Yoshua Bengio and Theresa{-}Marie Rhyne}, title = {Using Artificial Intelligence to Visualize the Impacts of Climate Change}, journal = {{IEEE} Computer Graphics and Applications}, volume = {41}, number = {1}, pages = {8--14}, year = {2021}, url = {https://doi.org/10.1109/MCG.2020.3025425}, doi = {10.1109/MCG.2020.3025425}, timestamp = {Wed, 27 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cga/LuccioniSVBR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eor/BengioLP21, author = {Yoshua Bengio and Andrea Lodi and Antoine Prouvost}, title = {Machine learning for combinatorial optimization: {A} methodological tour d'horizon}, journal = {Eur. J. Oper. Res.}, volume = {290}, number = {2}, pages = {405--421}, year = {2021}, url = {https://doi.org/10.1016/j.ejor.2020.07.063}, doi = {10.1016/J.EJOR.2020.07.063}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eor/BengioLP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jamia/BengioIJJPRSY21, author = {Yoshua Bengio and Daphne Ippolito and Richard Janda and Max Jarvie and Benjamin Prud'homme and Jean{-}Franois Rousseau and Abhinav Sharma and Yun William Yu}, title = {Inherent privacy limitations of decentralized contact tracing apps}, journal = {J. Am. Medical Informatics Assoc.}, volume = {28}, number = {1}, pages = {193--195}, year = {2021}, url = {https://doi.org/10.1093/jamia/ocaa153}, doi = {10.1093/JAMIA/OCAA153}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jamia/BengioIJJPRSY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/ScholkopfLBKKGB21, author = {Bernhard Sch{\"{o}}lkopf and Francesco Locatello and Stefan Bauer and Nan Rosemary Ke and Nal Kalchbrenner and Anirudh Goyal and Yoshua Bengio}, title = {Toward Causal Representation Learning}, journal = {Proc. {IEEE}}, volume = {109}, number = {5}, pages = {612--634}, year = {2021}, url = {https://doi.org/10.1109/JPROC.2021.3058954}, doi = {10.1109/JPROC.2021.3058954}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/ScholkopfLBKKGB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/DaoudaDFBPCBHTM21, author = {Tariq Daouda and Maude Dumont{-}Lagac{\'{e}} and Albert Feghaly and Yahya Benslimane and R{\'{e}}becca Panes and Mathieu Courcelles and Mohamed Benhammadi and Lea Harrington and Pierre Thibault and Fran{\c{c}}ois Major and Yoshua Bengio and Etienne Gagnon and S{\'{e}}bastien Lemieux and Claude Perreault}, title = {{CAMAP:} Artificial neural networks unveil the role of codon arrangement in modulating {MHC-I} peptides presentation}, journal = {PLoS Comput. Biol.}, volume = {17}, number = {10}, year = {2021}, url = {https://doi.org/10.1371/journal.pcbi.1009482}, doi = {10.1371/JOURNAL.PCBI.1009482}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/DaoudaDFBPCBHTM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SylvainZBH021, author = {Tristan Sylvain and Pengchuan Zhang and Yoshua Bengio and R. Devon Hjelm and Shikhar Sharma}, title = {Object-Centric Image Generation from Layouts}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {2647--2655}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i3.16368}, doi = {10.1609/AAAI.V35I3.16368}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SylvainZBH021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZarpellonJ0B21, author = {Giulia Zarpellon and Jason Jo and Andrea Lodi and Yoshua Bengio}, title = {Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {3931--3939}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i5.16512}, doi = {10.1609/AAAI.V35I5.16512}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZarpellonJ0B21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Che0LGZXB21, author = {Tong Che and Xiaofeng Liu and Site Li and Yubin Ge and Ruixiang Zhang and Caiming Xiong and Yoshua Bengio}, title = {Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {7002--7010}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i8.16862}, doi = {10.1609/AAAI.V35I8.16862}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Che0LGZXB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KimKB21, author = {Taesup Kim and Sungwoong Kim and Yoshua Bengio}, title = {Visual Concept Reasoning Networks}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {8172--8180}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i9.16995}, doi = {10.1609/AAAI.V35I9.16995}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KimKB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/OreshkinCCB21, author = {Boris N. Oreshkin and Dmitri Carpov and Nicolas Chapados and Yoshua Bengio}, title = {Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {9242--9250}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i10.17115}, doi = {10.1609/AAAI.V35I10.17115}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/OreshkinCCB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/VermaQKLBKT21, author = {Vikas Verma and Meng Qu and Kenji Kawaguchi and Alex Lamb and Yoshua Bengio and Juho Kannala and Jian Tang}, title = {GraphMix: Improved Training of GNNs for Semi-Supervised Learning}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {10024--10032}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i11.17203}, doi = {10.1609/AAAI.V35I11.17203}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/VermaQKLBKT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/St-HilaireBBSSV21, author = {Fran{\c{c}}ois St{-}Hilaire and Nathan Burns and Robert Belfer and Muhammad Shayan and Ariella Smofsky and Dung Do Vu and Antoine Frau and Joseph Potochny and Farid Faraji and Vincent Pavero and Neroli Ko and Ansona Onyi Ching and Sabina Elkins and Anush Stepanyan and Adela Matajova and Laurent Charlin and Yoshua Bengio and Iulian Vlad Serban and Ekaterina Kochmar}, editor = {Ido Roll and Danielle S. McNamara and Sergey A. Sosnovsky and Rose Luckin and Vania Dimitrova}, title = {A Comparative Study of Learning Outcomes for Online Learning Platforms}, booktitle = {Artificial Intelligence in Education - 22nd International Conference, {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12749}, pages = {331--337}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-78270-2\_59}, doi = {10.1007/978-3-030-78270-2\_59}, timestamp = {Mon, 14 Jun 2021 12:18:46 +0200}, biburl = {https://dblp.org/rec/conf/aied/St-HilaireBBSSV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/PriolBBL21, author = {R{\'{e}}mi Le Priol and Reza Babanezhad and Yoshua Bengio and Simon Lacoste{-}Julien}, editor = {Arindam Banerjee and Kenji Fukumizu}, title = {An Analysis of the Adaptation Speed of Causal Models}, booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, {AISTATS} 2021, April 13-15, 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {130}, pages = {775--783}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v130/le-priol21a.html}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aistats/PriolBBL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/LambGSMBB21, author = {Alex Lamb and Anirudh Goyal and Agnieszka Slowik and Michael Mozer and Philippe Beaudoin and Yoshua Bengio}, editor = {Arindam Banerjee and Kenji Fukumizu}, title = {Neural Function Modules with Sparse Arguments: {A} Dynamic Approach to Integrating Information across Layers}, booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, {AISTATS} 2021, April 13-15, 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {130}, pages = {919--927}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v130/lamb21a.html}, timestamp = {Wed, 14 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/LambGSMBB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SylvainDBDLHB21, author = {Tristan Sylvain and Francis Dutil and Tess Berthier and Lisa Di{-}Jorio and Margaux Luck and R. Devon Hjelm and Yoshua Bengio}, title = {{CMIM:} Cross-Modal Information Maximization For Medical Imaging}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {1190--1194}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9414132}, doi = {10.1109/ICASSP39728.2021.9414132}, timestamp = {Thu, 08 Jul 2021 17:12:48 +0200}, biburl = {https://dblp.org/rec/conf/icassp/SylvainDBDLHB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/ChengZJFPWSOLLB21, author = {Yuwei Cheng and Jiannan Zhu and Mengxin Jiang and Jie Fu and Changsong Pang and Peidong Wang and Kris Sankaran and Olawale Onabola and Yimin Liu and Dianbo Liu and Yoshua Bengio}, title = {FloW: {A} Dataset and Benchmark for Floating Waste Detection in Inland Waters}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {10933--10942}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.01077}, doi = {10.1109/ICCV48922.2021.01077}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/ChengZJFPWSOLLB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/AhmedBSC21, author = {Faruk Ahmed and Yoshua Bengio and Harm van Seijen and Aaron C. Courville}, title = {Systematic generalisation with group invariant predictions}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=b9PoimzZFJ}, timestamp = {Wed, 23 Jun 2021 17:36:39 +0200}, biburl = {https://dblp.org/rec/conf/iclr/AhmedBSC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/AhmedTGNWBSB21, author = {Ossama Ahmed and Frederik Tr{\"{a}}uble and Anirudh Goyal and Alexander Neitz and Manuel Wuthrich and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf and Stefan Bauer}, title = {CausalWorld: {A} Robotic Manipulation Benchmark for Causal Structure and Transfer Learning}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=SK7A5pdrgov}, timestamp = {Wed, 23 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/AhmedTGNWBSB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BengioGMRWDMQSS21, author = {Yoshua Bengio and Prateek Gupta and Tegan Maharaj and Nasim Rahaman and Martin Weiss and Tristan Deleu and Eilif Benjamin M{\"{u}}ller and Meng Qu and Victor Schmidt and Pierre{-}Luc St{-}Charles and Hannah Alsdurf and Olexa Bilaniuk and David L. Buckeridge and Ga{\'{e}}tan Marceau{-}Caron and Pierre Luc Carrier and Joumana Ghosn and Satya Ortiz{-}Gagne and Christopher J. Pal and Irina Rish and Bernhard Sch{\"{o}}lkopf and Abhinav Sharma and Jian Tang and Andrew Williams}, title = {Predicting Infectiousness for Proactive Contact Tracing}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=lVgB2FUbzuQ}, timestamp = {Tue, 26 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BengioGMRWDMQSS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GoyalLGBBLBM21, author = {Anirudh Goyal and Alex Lamb and Phanideep Gampa and Philippe Beaudoin and Charles Blundell and Sergey Levine and Yoshua Bengio and Michael Curtis Mozer}, title = {Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=VVdmjgu7pKM}, timestamp = {Wed, 23 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GoyalLGBBLBM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GoyalLHSLBS21, author = {Anirudh Goyal and Alex Lamb and Jordan Hoffmann and Shagun Sodhani and Sergey Levine and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf}, title = {Recurrent Independent Mechanisms}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=mLcmdlEUxy-}, timestamp = {Wed, 23 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GoyalLHSLBS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MadanKGSB21, author = {Kanika Madan and Nan Rosemary Ke and Anirudh Goyal and Bernhard Sch{\"{o}}lkopf and Yoshua Bengio}, title = {Fast And Slow Learning Of Recurrent Independent Mechanisms}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=Lc28QAB4ypz}, timestamp = {Wed, 23 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MadanKGSB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/QuCXBT21, author = {Meng Qu and Junkun Chen and Louis{-}Pascal A. C. Xhonneux and Yoshua Bengio and Jian Tang}, title = {RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=tGZu6DlbreV}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/QuCXBT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/RahamanGGWBSBS21, author = {Nasim Rahaman and Anirudh Goyal and Muhammad Waleed Gondal and Manuel Wuthrich and Stefan Bauer and Yash Sharma and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf}, title = {Spatially Structured Recurrent Modules}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=5l9zj5G7vDY}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/RahamanGGWBSBS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/VivianoSDBC21, author = {Joseph D. Viviano and Becks Simpson and Francis Dutil and Yoshua Bengio and Joseph Paul Cohen}, title = {Saliency is a Possible Red Herring When Diagnosing Poor Generalization}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=c9-WeM-ceB}, timestamp = {Wed, 23 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/VivianoSDBC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/XuLBPT21, author = {Minkai Xu and Shitong Luo and Yoshua Bengio and Jian Peng and Jian Tang}, title = {Learning Neural Generative Dynamics for Molecular Conformation Generation}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=pAbm1qfheGk}, timestamp = {Wed, 30 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/XuLBPT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XuWLSBGT21, author = {Minkai Xu and Wujie Wang and Shitong Luo and Chence Shi and Yoshua Bengio and Rafael G{\'{o}}mez{-}Bombarelli and Jian Tang}, editor = {Marina Meila and Tong Zhang}, title = {An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {11537--11547}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/xu21f.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/XuWLSBGT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ZolnaSBHCBB21, author = {Konrad Zolna and Chitwan Saharia and L{\'{e}}onard Boussioux and David Yu{-}Tung Hui and Maxime Chevalier{-}Boisvert and Dzmitry Bahdanau and Yoshua Bengio}, title = {Combating False Negatives in Adversarial Imitation Learning}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen, China, July 18-22, 2021}, pages = {1--9}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/IJCNN52387.2021.9534032}, doi = {10.1109/IJCNN52387.2021.9534032}, timestamp = {Wed, 29 Sep 2021 17:00:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/ZolnaSBHCBB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ltedi/OnabolaMXAIXLB21, author = {Olawale Onabola and Zhuang Ma and Yang Xie and Benjamin Akera and Abdulrahman Ibraheem and Jia Xue and Dianbo Liu and Yoshua Bengio}, editor = {Bharathi Raja Chakravarthi and John P. McCrae and Manel Zarrouk and Rajeev K. Bali and Paul Buitelaar}, title = {hBERT + BiasCorp - Fighting Racism on the Web}, booktitle = {Proceedings of the First Workshop on Language Technology for Equality, Diversity and Inclusion, LT-EDI@EACL 2021, Online, April 19, 2021}, pages = {26--33}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://www.aclweb.org/anthology/2021.ltedi-1.4/}, timestamp = {Mon, 01 Aug 2022 12:40:03 +0200}, biburl = {https://dblp.org/rec/conf/ltedi/OnabolaMXAIXLB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KeDMGLBRMBP21, author = {Nan Rosemary Ke and Aniket Didolkar and Sarthak Mittal and Anirudh Goyal and Guillaume Lajoie and Stefan Bauer and Danilo Jimenez Rezende and Michael Mozer and Yoshua Bengio and Chris Pal}, editor = {Joaquin Vanschoren and Sai{-}Kit Yeung}, title = {Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning}, booktitle = {Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December 2021, virtual}, year = {2021}, url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/8f121ce07d74717e0b1f21d122e04521-Abstract-round2.html}, timestamp = {Thu, 05 May 2022 16:30:03 +0200}, biburl = {https://dblp.org/rec/conf/nips/KeDMGLBRMBP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/PezeshkiKBCPL21, author = {Mohammad Pezeshki and S{\'{e}}kou{-}Oumar Kaba and Yoshua Bengio and Aaron C. Courville and Doina Precup and Guillaume Lajoie}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Gradient Starvation: {A} Learning Proclivity in Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {1256--1272}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/0987b8b338d6c90bbedd8631bc499221-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/PezeshkiKBCPL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhaoLLZPB21, author = {Mingde Zhao and Zhen Liu and Sitao Luan and Shuyuan Zhang and Doina Precup and Yoshua Bengio}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {1569--1581}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/0c215f194276000be6a6df6528067151-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZhaoLLZPB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuLKGSMB21, author = {Dianbo Liu and Alex Lamb and Kenji Kawaguchi and Anirudh Goyal and Chen Sun and Michael C. Mozer and Yoshua Bengio}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Discrete-Valued Neural Communication}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {2109--2121}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/10907813b97e249163587e6246612e21-Abstract.html}, timestamp = {Tue, 09 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LiuLKGSMB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AhujaCZGBMR21, author = {Kartik Ahuja and Ethan Caballero and Dinghuai Zhang and Jean{-}Christophe Gagnon{-}Audet and Yoshua Bengio and Ioannis Mitliagkas and Irina Rish}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {3438--3450}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/1c336b8080f82bcc2cd2499b4c57261d-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/AhujaCZGBMR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XiaLBB21, author = {Kevin Xia and Kai{-}Zhan Lee and Yoshua Bengio and Elias Bareinboim}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {The Causal-Neural Connection: Expressiveness, Learnability, and Inference}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {10823--10836}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/5989add1703e4b0480f75e2390739f34-Abstract.html}, timestamp = {Thu, 22 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/XiaLBB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RahamanGJGBLS21, author = {Nasim Rahaman and Muhammad Waleed Gondal and Shruti Joshi and Peter V. Gehler and Yoshua Bengio and Francesco Locatello and Bernhard Sch{\"{o}}lkopf}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Dynamic Inference with Neural Interpreters}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {10985--10998}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/5b4e9aa703d0bfa11041debaa2d1b633-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/RahamanGJGBLS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DidolkarGKBBHMB21, author = {Aniket Didolkar and Anirudh Goyal and Nan Rosemary Ke and Charles Blundell and Philippe Beaudoin and Nicolas Heess and Michael Mozer and Yoshua Bengio}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Neural Production Systems}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {25673--25687}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/d785bf9067f8af9e078b93cf26de2b54-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/DidolkarGKBBHMB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioJKPB21, author = {Emmanuel Bengio and Moksh Jain and Maksym Korablyov and Doina Precup and Yoshua Bengio}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {27381--27394}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/e614f646836aaed9f89ce58e837e2310-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioJKPB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/spaca/SylvainLCC0B21, author = {Tristan Sylvain and Margaux Luck and Joseph Paul Cohen and H{\'{e}}lo{\"{\i}}se Cardinal and Andrea Lodi and Yoshua Bengio}, editor = {Russell Greiner and Neeraj Kumar and Thomas Alexander Gerds and Mihaela van der Schaar}, title = {Exploring the Wasserstein metric for time-to-event analysis}, booktitle = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms, Challenges and Applications, {SPACA} 2021, Stanford University, Palo Alto, CA, USA, March 22-24, 2021}, series = {Proceedings of Machine Learning Research}, volume = {146}, pages = {194--206}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v146/sylvain21a.html}, timestamp = {Fri, 15 Jul 2022 14:51:04 +0200}, biburl = {https://dblp.org/rec/conf/spaca/SylvainLCC0B21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-05536, author = {Axel Laborieux and Maxence Ernoult and Benjamin Scellier and Yoshua Bengio and Julie Grollier and Damien Querlioz}, title = {Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias}, journal = {CoRR}, volume = {abs/2101.05536}, year = {2021}, url = {https://arxiv.org/abs/2101.05536}, eprinttype = {arXiv}, eprint = {2101.05536}, timestamp = {Fri, 22 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-05536.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-03869, author = {Tristan Deleu and Yoshua Bengio}, title = {Structured Sparsity Inducing Adaptive Optimizers for Deep Learning}, journal = {CoRR}, volume = {abs/2102.03869}, year = {2021}, url = {https://arxiv.org/abs/2102.03869}, eprinttype = {arXiv}, eprint = {2102.03869}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-03869.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-08501, author = {Moksh Jain and Salem Lahlou and Hadi Nekoei and Victor Butoi and Paul Bertin and Jarrid Rector{-}Brooks and Maksym Korablyov and Yoshua Bengio}, title = {{DEUP:} Direct Epistemic Uncertainty Prediction}, journal = {CoRR}, volume = {abs/2102.08501}, year = {2021}, url = {https://arxiv.org/abs/2102.08501}, eprinttype = {arXiv}, eprint = {2102.08501}, timestamp = {Fri, 19 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-08501.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-10240, author = {Minkai Xu and Shitong Luo and Yoshua Bengio and Jian Peng and Jian Tang}, title = {Learning Neural Generative Dynamics for Molecular Conformation Generation}, journal = {CoRR}, volume = {abs/2102.10240}, year = {2021}, url = {https://arxiv.org/abs/2102.10240}, eprinttype = {arXiv}, eprint = {2102.10240}, timestamp = {Wed, 30 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-10240.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-11107, author = {Bernhard Sch{\"{o}}lkopf and Francesco Locatello and Stefan Bauer and Nan Rosemary Ke and Nal Kalchbrenner and Anirudh Goyal and Yoshua Bengio}, title = {Towards Causal Representation Learning}, journal = {CoRR}, volume = {abs/2102.11107}, year = {2021}, url = {https://arxiv.org/abs/2102.11107}, eprinttype = {arXiv}, eprint = {2102.11107}, timestamp = {Wed, 24 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-11107.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-00336, author = {Alex Lamb and Di He and Anirudh Goyal and Guolin Ke and Chien{-}Feng Liao and Mirco Ravanelli and Yoshua Bengio}, title = {Transformers with Competitive Ensembles of Independent Mechanisms}, journal = {CoRR}, volume = {abs/2103.00336}, year = {2021}, url = {https://arxiv.org/abs/2103.00336}, eprinttype = {arXiv}, eprint = {2103.00336}, timestamp = {Tue, 14 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-00336.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-01197, author = {Anirudh Goyal and Aniket Didolkar and Alex Lamb and Kartikeya Badola and Nan Rosemary Ke and Nasim Rahaman and Jonathan Binas and Charles Blundell and Michael Mozer and Yoshua Bengio}, title = {Coordination Among Neural Modules Through a Shared Global Workspace}, journal = {CoRR}, volume = {abs/2103.01197}, year = {2021}, url = {https://arxiv.org/abs/2103.01197}, eprinttype = {arXiv}, eprint = {2103.01197}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-01197.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-01937, author = {Anirudh Goyal and Aniket Didolkar and Nan Rosemary Ke and Charles Blundell and Philippe Beaudoin and Nicolas Heess and Michael Mozer and Yoshua Bengio}, title = {Neural Production Systems}, journal = {CoRR}, volume = {abs/2103.01937}, year = {2021}, url = {https://arxiv.org/abs/2103.01937}, eprinttype = {arXiv}, eprint = {2103.01937}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-01937.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-02242, author = {Olawale Onabola and Zhuang Ma and Yang Xie and Benjamin Akera and Abdulrahman Ibraheem and Jia Xue and Dianbo Liu and Yoshua Bengio}, title = {hBert + BiasCorp - Fighting Racism on the Web}, journal = {CoRR}, volume = {abs/2104.02242}, year = {2021}, url = {https://arxiv.org/abs/2104.02242}, eprinttype = {arXiv}, eprint = {2104.02242}, timestamp = {Mon, 12 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-02242.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-07763, author = {Fran{\c{c}}ois St{-}Hilaire and Nathan Burns and Robert Belfer and Muhammad Shayan and Ariella Smofsky and Dung Do Vu and Antoine Frau and Joseph Potochny and Farid Faraji and Vincent Pavero and Neroli Ko and Ansona Onyi Ching and Sabina Elkins and Anush Stepanyan and Adela Matajova and Laurent Charlin and Yoshua Bengio and Iulian Vlad Serban and Ekaterina Kochmar}, title = {Comparative Study of Learning Outcomes for Online Learning Platforms}, journal = {CoRR}, volume = {abs/2104.07763}, year = {2021}, url = {https://arxiv.org/abs/2104.07763}, eprinttype = {arXiv}, eprint = {2104.07763}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-07763.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-07246, author = {Minkai Xu and Wujie Wang and Shitong Luo and Chence Shi and Yoshua Bengio and Rafael G{\'{o}}mez{-}Bombarelli and Jian Tang}, title = {An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming}, journal = {CoRR}, volume = {abs/2105.07246}, year = {2021}, url = {https://arxiv.org/abs/2105.07246}, eprinttype = {arXiv}, eprint = {2105.07246}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-07246.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-08710, author = {Kanika Madan and Nan Rosemary Ke and Anirudh Goyal and Bernhard Sch{\"{o}}lkopf and Yoshua Bengio}, title = {Fast and Slow Learning of Recurrent Independent Mechanisms}, journal = {CoRR}, volume = {abs/2105.08710}, year = {2021}, url = {https://arxiv.org/abs/2105.08710}, eprinttype = {arXiv}, eprint = {2105.08710}, timestamp = {Mon, 31 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-08710.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-02097, author = {Mingde Zhao and Zhen Liu and Sitao Luan and Shuyuan Zhang and Doina Precup and Yoshua Bengio}, title = {A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning}, journal = {CoRR}, volume = {abs/2106.02097}, year = {2021}, url = {https://arxiv.org/abs/2106.02097}, eprinttype = {arXiv}, eprint = {2106.02097}, timestamp = {Mon, 06 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-02097.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-04399, author = {Emmanuel Bengio and Moksh Jain and Maksym Korablyov and Doina Precup and Yoshua Bengio}, title = {Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation}, journal = {CoRR}, volume = {abs/2106.04399}, year = {2021}, url = {https://arxiv.org/abs/2106.04399}, eprinttype = {arXiv}, eprint = {2106.04399}, timestamp = {Fri, 11 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-04399.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-04624, author = {Mirco Ravanelli and Titouan Parcollet and Peter Plantinga and Aku Rouhe and Samuele Cornell and Loren Lugosch and Cem Subakan and Nauman Dawalatabad and Abdelwahab Heba and Jianyuan Zhong and Ju{-}Chieh Chou and Sung{-}Lin Yeh and Szu{-}Wei Fu and Chien{-}Feng Liao and Elena Rastorgueva and Fran{\c{c}}ois Grondin and William Aris and Hwidong Na and Yan Gao and Renato De Mori and Yoshua Bengio}, title = {SpeechBrain: {A} General-Purpose Speech Toolkit}, journal = {CoRR}, volume = {abs/2106.04624}, year = {2021}, url = {https://arxiv.org/abs/2106.04624}, eprinttype = {arXiv}, eprint = {2106.04624}, timestamp = {Wed, 16 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-04624.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-06607, author = {Kartik Ahuja and Ethan Caballero and Dinghuai Zhang and Yoshua Bengio and Ioannis Mitliagkas and Irina Rish}, title = {Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization}, journal = {CoRR}, volume = {abs/2106.06607}, year = {2021}, url = {https://arxiv.org/abs/2106.06607}, eprinttype = {arXiv}, eprint = {2106.06607}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-06607.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-07635, author = {Yashas Annadani and Jonas Rothfuss and Alexandre Lacoste and Nino Scherrer and Anirudh Goyal and Yoshua Bengio and Stefan Bauer}, title = {Variational Causal Networks: Approximate Bayesian Inference over Causal Structures}, journal = {CoRR}, volume = {abs/2106.07635}, year = {2021}, url = {https://arxiv.org/abs/2106.07635}, eprinttype = {arXiv}, eprint = {2106.07635}, timestamp = {Wed, 16 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-07635.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08365, author = {Xu Ji and Razvan Pascanu and R. Devon Hjelm and Andrea Vedaldi and Balaji Lakshminarayanan and Yoshua Bengio}, title = {Predicting Unreliable Predictions by Shattering a Neural Network}, journal = {CoRR}, volume = {abs/2106.08365}, year = {2021}, url = {https://arxiv.org/abs/2106.08365}, eprinttype = {arXiv}, eprint = {2106.08365}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08365.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-00793, author = {Kevin Xia and Kai{-}Zhan Lee and Yoshua Bengio and Elias Bareinboim}, title = {The Causal-Neural Connection: Expressiveness, Learnability, and Inference}, journal = {CoRR}, volume = {abs/2107.00793}, year = {2021}, url = {https://arxiv.org/abs/2107.00793}, eprinttype = {arXiv}, eprint = {2107.00793}, timestamp = {Thu, 22 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-00793.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-00848, author = {Nan Rosemary Ke and Aniket Didolkar and Sarthak Mittal and Anirudh Goyal and Guillaume Lajoie and Stefan Bauer and Danilo J. Rezende and Yoshua Bengio and Michael Mozer and Christopher J. Pal}, title = {Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning}, journal = {CoRR}, volume = {abs/2107.00848}, year = {2021}, url = {https://arxiv.org/abs/2107.00848}, eprinttype = {arXiv}, eprint = {2107.00848}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-00848.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-02367, author = {Dianbo Liu and Alex Lamb and Kenji Kawaguchi and Anirudh Goyal and Chen Sun and Michael Curtis Mozer and Yoshua Bengio}, title = {Discrete-Valued Neural Communication}, journal = {CoRR}, volume = {abs/2107.02367}, year = {2021}, url = {https://arxiv.org/abs/2107.02367}, eprinttype = {arXiv}, eprint = {2107.02367}, timestamp = {Tue, 09 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-02367.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-02429, author = {Nino Scherrer and Olexa Bilaniuk and Yashas Annadani and Anirudh Goyal and Patrick Schwab and Bernhard Sch{\"{o}}lkopf and Michael C. Mozer and Yoshua Bengio and Stefan Bauer and Nan Rosemary Ke}, title = {Learning Neural Causal Models with Active Interventions}, journal = {CoRR}, volume = {abs/2109.02429}, year = {2021}, url = {https://arxiv.org/abs/2109.02429}, eprinttype = {arXiv}, eprint = {2109.02429}, timestamp = {Wed, 22 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-02429.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-02871, author = {Victor Schmidt and Alexandra Sasha Luccioni and M{\'{e}}lisande Teng and Tianyu Zhang and Alexia Reynaud and Sunand Raghupathi and Gautier Cosne and Adrien Juraver and Vahe Vardanyan and Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and Yoshua Bengio}, title = {ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods}, journal = {CoRR}, volume = {abs/2110.02871}, year = {2021}, url = {https://arxiv.org/abs/2110.02871}, eprinttype = {arXiv}, eprint = {2110.02871}, timestamp = {Thu, 21 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-02871.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-03372, author = {Dinghuai Zhang and Jie Fu and Yoshua Bengio and Aaron C. Courville}, title = {Unifying Likelihood-free Inference with Black-box Sequence Design and Beyond}, journal = {CoRR}, volume = {abs/2110.03372}, year = {2021}, url = {https://arxiv.org/abs/2110.03372}, eprinttype = {arXiv}, eprint = {2110.03372}, timestamp = {Mon, 25 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-03372.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-06399, author = {Nasim Rahaman and Muhammad Waleed Gondal and Shruti Joshi and Peter V. Gehler and Yoshua Bengio and Francesco Locatello and Bernhard Sch{\"{o}}lkopf}, title = {Dynamic Inference with Neural Interpreters}, journal = {CoRR}, volume = {abs/2110.06399}, year = {2021}, url = {https://arxiv.org/abs/2110.06399}, eprinttype = {arXiv}, eprint = {2110.06399}, timestamp = {Fri, 22 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-06399.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-07875, author = {Vijay Prakash Dwivedi and Anh Tuan Luu and Thomas Laurent and Yoshua Bengio and Xavier Bresson}, title = {Graph Neural Networks with Learnable Structural and Positional Representations}, journal = {CoRR}, volume = {abs/2110.07875}, year = {2021}, url = {https://arxiv.org/abs/2110.07875}, eprinttype = {arXiv}, eprint = {2110.07875}, timestamp = {Fri, 22 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-07875.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-09419, author = {Sarthak Mittal and Sharath Chandra Raparthy and Irina Rish and Yoshua Bengio and Guillaume Lajoie}, title = {Compositional Attention: Disentangling Search and Retrieval}, journal = {CoRR}, volume = {abs/2110.09419}, year = {2021}, url = {https://arxiv.org/abs/2110.09419}, eprinttype = {arXiv}, eprint = {2110.09419}, timestamp = {Mon, 25 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-09419.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-10139, author = {Max Morrison and Rithesh Kumar and Kundan Kumar and Prem Seetharaman and Aaron C. Courville and Yoshua Bengio}, title = {Chunked Autoregressive {GAN} for Conditional Waveform Synthesis}, journal = {CoRR}, volume = {abs/2110.10139}, year = {2021}, url = {https://arxiv.org/abs/2110.10139}, eprinttype = {arXiv}, eprint = {2110.10139}, timestamp = {Mon, 25 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-10139.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-15245, author = {Nicholas Roy and Ingmar Posner and Tim D. Barfoot and Philippe Beaudoin and Yoshua Bengio and Jeannette Bohg and Oliver Brock and Isabelle Depatie and Dieter Fox and Daniel E. Koditschek and Tom{\'{a}}s Lozano{-}P{\'{e}}rez and Vikash Mansinghka and Christopher J. Pal and Blake A. Richards and Dorsa Sadigh and Stefan Schaal and Gaurav S. Sukhatme and Denis Th{\'{e}}rien and Marc Toussaint and Michiel van de Panne}, title = {From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence}, journal = {CoRR}, volume = {abs/2110.15245}, year = {2021}, url = {https://arxiv.org/abs/2110.15245}, eprinttype = {arXiv}, eprint = {2110.15245}, timestamp = {Wed, 20 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-15245.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-15796, author = {Kartik Ahuja and Jason S. Hartford and Yoshua Bengio}, title = {Properties from Mechanisms: An Equivariance Perspective on Identifiable Representation Learning}, journal = {CoRR}, volume = {abs/2110.15796}, year = {2021}, url = {https://arxiv.org/abs/2110.15796}, eprinttype = {arXiv}, eprint = {2110.15796}, timestamp = {Thu, 04 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-15796.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-09266, author = {Yoshua Bengio and Tristan Deleu and Edward J. Hu and Salem Lahlou and Mo Tiwari and Emmanuel Bengio}, title = {GFlowNet Foundations}, journal = {CoRR}, volume = {abs/2111.09266}, year = {2021}, url = {https://arxiv.org/abs/2111.09266}, eprinttype = {arXiv}, eprint = {2111.09266}, timestamp = {Mon, 22 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-09266.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-03215, author = {Mohammad Pezeshki and Amartya Mitra and Yoshua Bengio and Guillaume Lajoie}, title = {Multi-scale Feature Learning Dynamics: Insights for Double Descent}, journal = {CoRR}, volume = {abs/2112.03215}, year = {2021}, url = {https://arxiv.org/abs/2112.03215}, eprinttype = {arXiv}, eprint = {2112.03215}, timestamp = {Wed, 08 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-03215.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-13734, author = {Enoch Tetteh and Joseph D. Viviano and Yoshua Bengio and David Krueger and Joseph Paul Cohen}, title = {Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models}, journal = {CoRR}, volume = {abs/2112.13734}, year = {2021}, url = {https://arxiv.org/abs/2112.13734}, eprinttype = {arXiv}, eprint = {2112.13734}, timestamp = {Tue, 04 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-13734.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/YooSBK20, author = {ByungIn Yoo and Tristan Sylvain and Yoshua Bengio and Junmo Kim}, title = {Joint Learning of Generative Translator and Classifier for Visually Similar Classes}, journal = {{IEEE} Access}, volume = {8}, pages = {219160--219173}, year = {2020}, url = {https://doi.org/10.1109/ACCESS.2020.3042302}, doi = {10.1109/ACCESS.2020.3042302}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/YooSBK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/TrofimovCBPL20, author = {Assya Trofimov and Joseph Paul Cohen and Yoshua Bengio and Claude Perreault and S{\'{e}}bastien Lemieux}, title = {Factorized embeddings learns rich and biologically meaningful embedding spaces using factorized tensor decomposition}, journal = {Bioinform.}, volume = {36}, number = {Supplement-1}, pages = {i417--i426}, year = {2020}, url = {https://doi.org/10.1093/bioinformatics/btaa488}, doi = {10.1093/BIOINFORMATICS/BTAA488}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/TrofimovCBPL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/GoodfellowPMXWO20, author = {Ian J. Goodfellow and Jean Pouget{-}Abadie and Mehdi Mirza and Bing Xu and David Warde{-}Farley and Sherjil Ozair and Aaron C. Courville and Yoshua Bengio}, title = {Generative adversarial networks}, journal = {Commun. {ACM}}, volume = {63}, number = {11}, pages = {139--144}, year = {2020}, url = {https://doi.org/10.1145/3422622}, doi = {10.1145/3422622}, timestamp = {Wed, 11 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cacm/GoodfellowPMXWO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/SerbanSPPB20, author = {Iulian Vlad Serban and Chinnadhurai Sankar and Michael Pieper and Joelle Pineau and Yoshua Bengio}, title = {The Bottleneck Simulator: {A} Model-Based Deep Reinforcement Learning Approach}, journal = {J. Artif. Intell. Res.}, volume = {69}, pages = {571--612}, year = {2020}, url = {https://doi.org/10.1613/jair.1.12463}, doi = {10.1613/JAIR.1.12463}, timestamp = {Fri, 06 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/SerbanSPPB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlst/ZhouLCBB20, author = {Sharon Zhou and Alexandra Luccioni and Gautier Cosne and Michael S. Bernstein and Yoshua Bengio}, title = {Establishing an evaluation metric to quantify climate change image realism}, journal = {Mach. Learn. Sci. Technol.}, volume = {1}, number = {2}, pages = {25005}, year = {2020}, url = {https://doi.org/10.1088/2632-2153/ab7657}, doi = {10.1088/2632-2153/AB7657}, timestamp = {Thu, 12 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mlst/ZhouLCBB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/SodhaniCB20, author = {Shagun Sodhani and Sarath Chandar and Yoshua Bengio}, title = {Toward Training Recurrent Neural Networks for Lifelong Learning}, journal = {Neural Comput.}, volume = {32}, number = {1}, pages = {1--35}, year = {2020}, url = {https://doi.org/10.1162/neco\_a\_01246}, doi = {10.1162/NECO\_A\_01246}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/SodhaniCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tasm/LuccioniB20, author = {Alexandra Luccioni and Yoshua Bengio}, title = {On the Morality of Artificial Intelligence [Commentary]}, journal = {{IEEE} Technol. Soc. Mag.}, volume = {39}, number = {1}, pages = {16--25}, year = {2020}, url = {https://doi.org/10.1109/MTS.2020.2967486}, doi = {10.1109/MTS.2020.2967486}, timestamp = {Wed, 01 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tasm/LuccioniB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZolnaSBHCBB20, author = {Konrad Zolna and Chitwan Saharia and L{\'{e}}onard Boussioux and David Yu{-}Tung Hui and Maxime Chevalier{-}Boisvert and Dzmitry Bahdanau and Yoshua Bengio}, title = {Combating False Negatives in Adversarial Imitation Learning (Student Abstract)}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {13999--14000}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i10.7272}, doi = {10.1609/AAAI.V34I10.7272}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZolnaSBHCBB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/RussinJOB20, author = {Jacob L. Russin and Jason Jo and Randall C. O'Reilly and Yoshua Bengio}, editor = {Shruti Rijhwani and Jiangming Liu and Yizhong Wang and Rotem Dror}, title = {Compositional Generalization by Factorizing Alignment and Translation}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, {ACL} 2020, Online, July 5-10, 2020}, pages = {313--327}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.acl-srw.42}, doi = {10.18653/V1/2020.ACL-SRW.42}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/RussinJOB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/DuLSOBZ20, author = {Wenyu Du and Zhouhan Lin and Yikang Shen and Timothy J. O'Donnell and Yoshua Bengio and Yue Zhang}, editor = {Dan Jurafsky and Joyce Chai and Natalie Schluter and Joel R. Tetreault}, title = {Exploiting Syntactic Structure for Better Language Modeling: {A} Syntactic Distance Approach}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, {ACL} 2020, Online, July 5-10, 2020}, pages = {6611--6628}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.acl-main.591}, doi = {10.18653/V1/2020.ACL-MAIN.591}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/DuLSOBZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/SerbanGKVBPCCB20, author = {Iulian Vlad Serban and Varun Gupta and Ekaterina Kochmar and Dung Do Vu and Robert Belfer and Joelle Pineau and Aaron C. Courville and Laurent Charlin and Yoshua Bengio}, editor = {Ig Ibert Bittencourt and Mutlu Cukurova and Kasia Muldner and Rose Luckin and Eva Mill{\'{a}}n}, title = {A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based {ITS} for {STEM}}, booktitle = {Artificial Intelligence in Education - 21st International Conference, {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12164}, pages = {387--392}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-52240-7\_70}, doi = {10.1007/978-3-030-52240-7\_70}, timestamp = {Tue, 07 Jul 2020 13:05:42 +0200}, biburl = {https://dblp.org/rec/conf/aied/SerbanGKVBPCCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ThomasPMMBR20, author = {Valentin Thomas and Fabian Pedregosa and Bart van Merri{\"{e}}nboer and Pierre{-}Antoine Manzagol and Yoshua Bengio and Nicolas Le Roux}, editor = {Silvia Chiappa and Roberto Calandra}, title = {On the interplay between noise and curvature and its effect on optimization and generalization}, booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]}, series = {Proceedings of Machine Learning Research}, volume = {108}, pages = {3503--3513}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v108/thomas20a.html}, timestamp = {Mon, 29 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ThomasPMMBR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogsci/RussinJOB20, author = {Jacob L. Russin and Jason Jo and Randall C. O'Reilly and Yoshua Bengio}, editor = {Stephanie Denison and Michael Mack and Yang Xu and Blair C. Armstrong}, title = {Systematicity in a Recurrent Neural Network by Factorizing Syntax and Semantics}, booktitle = {Proceedings of the 42th Annual Meeting of the Cognitive Science Society - Developing a Mind: Learning in Humans, Animals, and Machines, CogSci 2020, virtual, July 29 - August 1, 2020}, publisher = {cognitivesciencesociety.org}, year = {2020}, url = {https://cogsci.mindmodeling.org/2020/papers/0027/index.html}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cogsci/RussinJOB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cpaior/BengioFLPS20, author = {Yoshua Bengio and Emma Frejinger and Andrea Lodi and Rahul Patel and Sriram Sankaranarayanan}, editor = {Emmanuel Hebrard and Nysret Musliu}, title = {A Learning-Based Algorithm to Quickly Compute Good Primal Solutions for Stochastic Integer Programs}, booktitle = {Integration of Constraint Programming, Artificial Intelligence, and Operations Research - 17th International Conference, {CPAIOR} 2020, Vienna, Austria, September 21-24, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12296}, pages = {99--111}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58942-4\_7}, doi = {10.1007/978-3-030-58942-4\_7}, timestamp = {Tue, 22 Sep 2020 17:23:47 +0200}, biburl = {https://dblp.org/rec/conf/cpaior/BengioFLPS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ArefinMSKKKB20, author = {Md Rifat Arefin and Vincent Michalski and Pierre{-}Luc St{-}Charles and Alfredo Kalaitzis and Sookyung Kim and Samira Ebrahimi Kahou and Yoshua Bengio}, title = {Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent Networks}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020}, pages = {816--825}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w11/Arefin\_Multi-Image\_Super-Resolution\_for\_Remote\_Sensing\_Using\_Deep\_Recurrent\_Networks\_CVPRW\_2020\_paper.html}, doi = {10.1109/CVPRW50498.2020.00111}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ArefinMSKKKB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/MilbichRBSBOC20, author = {Timo Milbich and Karsten Roth and Homanga Bharadhwaj and Samarth Sinha and Yoshua Bengio and Bj{\"{o}}rn Ommer and Joseph Paul Cohen}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {VIII}}, series = {Lecture Notes in Computer Science}, volume = {12353}, pages = {590--607}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58598-3\_35}, doi = {10.1007/978-3-030-58598-3\_35}, timestamp = {Tue, 10 Nov 2020 13:42:59 +0100}, biburl = {https://dblp.org/rec/conf/eccv/MilbichRBSBOC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/BiskHTABCLLMNPT20, author = {Yonatan Bisk and Ari Holtzman and Jesse Thomason and Jacob Andreas and Yoshua Bengio and Joyce Chai and Mirella Lapata and Angeliki Lazaridou and Jonathan May and Aleksandr Nisnevich and Nicolas Pinto and Joseph P. Turian}, editor = {Bonnie Webber and Trevor Cohn and Yulan He and Yang Liu}, title = {Experience Grounds Language}, booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2020, Online, November 16-20, 2020}, pages = {8718--8735}, publisher = {Association for Computational Linguistics}, year = {2020}, url = {https://doi.org/10.18653/v1/2020.emnlp-main.703}, doi = {10.18653/V1/2020.EMNLP-MAIN.703}, timestamp = {Wed, 23 Mar 2022 10:11:55 +0100}, biburl = {https://dblp.org/rec/conf/emnlp/BiskHTABCLLMNPT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/RavanelliZPSMTB20, author = {Mirco Ravanelli and Jianyuan Zhong and Santiago Pascual and Pawel Swietojanski and Jo{\~{a}}o Monteiro and Jan Trmal and Yoshua Bengio}, title = {Multi-Task Self-Supervised Learning for Robust Speech Recognition}, booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020}, pages = {6989--6993}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICASSP40776.2020.9053569}, doi = {10.1109/ICASSP40776.2020.9053569}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/RavanelliZPSMTB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BengioDRKLBGP20, author = {Yoshua Bengio and Tristan Deleu and Nasim Rahaman and Nan Rosemary Ke and S{\'{e}}bastien Lachapelle and Olexa Bilaniuk and Anirudh Goyal and Christopher J. Pal}, title = {A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=ryxWIgBFPS}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BengioDRKLBGP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GoyalBBL20, author = {Anirudh Goyal and Yoshua Bengio and Matthew M. Botvinick and Sergey Levine}, title = {The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=Hye1kTVFDS}, timestamp = {Wed, 20 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GoyalBBL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GoyalSBPLB20, author = {Anirudh Goyal and Shagun Sodhani and Jonathan Binas and Xue Bin Peng and Sergey Levine and Yoshua Bengio}, title = {Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=ryxgJTEYDr}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GoyalSBPLB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/OreshkinCCB20, author = {Boris N. Oreshkin and Dmitri Carpov and Nicolas Chapados and Yoshua Bengio}, title = {{N-BEATS:} Neural basis expansion analysis for interpretable time series forecasting}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=r1ecqn4YwB}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/OreshkinCCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/RahamanWGRB20, author = {Nasim Rahaman and Steffen Wolf and Anirudh Goyal and Roman Remme and Yoshua Bengio}, title = {Learning the Arrow of Time for Problems in Reinforcement Learning}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=rylJkpEtwS}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/RahamanWGRB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/FedusRABLRD20, author = {William Fedus and Prajit Ramachandran and Rishabh Agarwal and Yoshua Bengio and Hugo Larochelle and Mark Rowland and Will Dabney}, title = {Revisiting Fundamentals of Experience Replay}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {3061--3071}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/fedus20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/FedusRABLRD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GottipatiSNPWLL20, author = {Sai Krishna Gottipati and Boris Sattarov and Sufeng Niu and Yashaswi Pathak and Haoran Wei and Shengchao Liu and Simon Blackburn and Karam M. J. Thomas and Connor W. Coley and Jian Tang and Sarath Chandar and Yoshua Bengio}, title = {Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {3668--3679}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/gottipati20a.html}, timestamp = {Thu, 01 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GottipatiSNPWLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MittalLGVSLMB20, author = {Sarthak Mittal and Alex Lamb and Anirudh Goyal and Vikram Voleti and Murray Shanahan and Guillaume Lajoie and Michael Mozer and Yoshua Bengio}, title = {Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {6972--6986}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/mittal20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/MittalLGVSLMB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SinhaZGBLO20, author = {Samarth Sinha and Han Zhang and Anirudh Goyal and Yoshua Bengio and Hugo Larochelle and Augustus Odena}, title = {Small-GAN: Speeding up {GAN} Training using Core-Sets}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {9005--9015}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/sinha20b.html}, timestamp = {Wed, 28 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/SinhaZGBLO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZhangZLBP20, author = {Zijun Zhang and Ruixiang Zhang and Zongpeng Li and Yoshua Bengio and Liam Paull}, title = {Perceptual Generative Autoencoders}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {11298--11306}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/zhang20ab.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/ZhangZLBP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/HaceneLGCB20, author = {Ghouthi Boukli Hacene and Carlos Lassance and Vincent Gripon and Matthieu Courbariaux and Yoshua Bengio}, title = {Attention Based Pruning for Shift Networks}, booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021}, pages = {4054--4061}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPR48806.2021.9412859}, doi = {10.1109/ICPR48806.2021.9412859}, timestamp = {Fri, 07 May 2021 08:42:33 +0200}, biburl = {https://dblp.org/rec/conf/icpr/HaceneLGCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/newcas/HaceneGAFB20, author = {Ghouthi Boukli Hacene and Vincent Gripon and Matthieu Arzel and Nicolas Farrugia and Yoshua Bengio}, title = {Quantized Guided Pruning for Efficient Hardware Implementations of Deep Neural Networks}, booktitle = {18th {IEEE} International New Circuits and Systems Conference, {NEWCAS} 2020, Montr{\'{e}}al, QC, Canada, June 16-19, 2020}, pages = {206--209}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/NEWCAS49341.2020.9159769}, doi = {10.1109/NEWCAS49341.2020.9159769}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/newcas/HaceneGAFB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CheZSLPCB20, author = {Tong Che and Ruixiang Zhang and Jascha Sohl{-}Dickstein and Hugo Larochelle and Liam Paull and Yuan Cao and Yoshua Bengio}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Your {GAN} is Secretly an Energy-based Model and You Should Use Discriminator Driven Latent Sampling}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/90525e70b7842930586545c6f1c9310c-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CheZSLPCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GuptaGKM0B20, author = {Prateek Gupta and Maxime Gasse and Elias B. Khalil and Pawan Kumar Mudigonda and Andrea Lodi and Yoshua Bengio}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Hybrid Models for Learning to Branch}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/d1e946f4e67db4b362ad23818a6fb78a-Abstract.html}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/GuptaGKM0B20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KergKGGBL20, author = {Giancarlo Kerg and Bhargav Kanuparthi and Anirudh Goyal and Kyle Goyette and Yoshua Bengio and Guillaume Lajoie}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Untangling tradeoffs between recurrence and self-attention in artificial neural networks}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/e2065cb56f5533494522c46a72f1dfb0-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KergKGGBL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-00006, author = {Travis LaCroix and Yoshua Bengio}, title = {Learning from Learning Machines: Optimisation, Rules, and Social Norms}, journal = {CoRR}, volume = {abs/2001.00006}, year = {2020}, url = {http://arxiv.org/abs/2001.00006}, eprinttype = {arXiv}, eprint = {2001.00006}, timestamp = {Fri, 10 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-00006.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-04025, author = {Chen Ma and Dylan R. Ashley and Junfeng Wen and Yoshua Bengio}, title = {Universal Successor Features for Transfer Reinforcement Learning}, journal = {CoRR}, volume = {abs/2001.04025}, year = {2020}, url = {https://arxiv.org/abs/2001.04025}, eprinttype = {arXiv}, eprint = {2001.04025}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-04025.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-09239, author = {Mirco Ravanelli and Jianyuan Zhong and Santiago Pascual and Pawel Swietojanski and Jo{\~{a}}o Monteiro and Jan Trmal and Yoshua Bengio}, title = {Multi-task self-supervised learning for Robust Speech Recognition}, journal = {CoRR}, volume = {abs/2001.09239}, year = {2020}, url = {https://arxiv.org/abs/2001.09239}, eprinttype = {arXiv}, eprint = {2001.09239}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-09239.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-09531, author = {Gautier Cosne and Adrien Juraver and M{\'{e}}lisande Teng and Victor Schmidt and Vahe Vardanyan and Alexandra Luccioni and Yoshua Bengio}, title = {Using Simulated Data to Generate Images of Climate Change}, journal = {CoRR}, volume = {abs/2001.09531}, year = {2020}, url = {https://arxiv.org/abs/2001.09531}, eprinttype = {arXiv}, eprint = {2001.09531}, timestamp = {Thu, 30 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-09531.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-00412, author = {Konrad Zolna and Chitwan Saharia and L{\'{e}}onard Boussioux and David Yu{-}Tung Hui and Maxime Chevalier{-}Boisvert and Dzmitry Bahdanau and Yoshua Bengio}, title = {Combating False Negatives in Adversarial Imitation Learning}, journal = {CoRR}, volume = {abs/2002.00412}, year = {2020}, url = {https://arxiv.org/abs/2002.00412}, eprinttype = {arXiv}, eprint = {2002.00412}, timestamp = {Mon, 10 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-00412.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-02887, author = {Boris N. Oreshkin and Dmitri Carpov and Nicolas Chapados and Yoshua Bengio}, title = {Meta-learning framework with applications to zero-shot time-series forecasting}, journal = {CoRR}, volume = {abs/2002.02887}, year = {2020}, url = {https://arxiv.org/abs/2002.02887}, eprinttype = {arXiv}, eprint = {2002.02887}, timestamp = {Mon, 10 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-02887.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-03090, author = {Milos Nikolic and Ghouthi Boukli Hacene and Ciaran Bannon and Alberto Delmas Lascorz and Matthieu Courbariaux and Yoshua Bengio and Vincent Gripon and Andreas Moshovos}, title = {BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization}, journal = {CoRR}, volume = {abs/2002.03090}, year = {2020}, url = {https://arxiv.org/abs/2002.03090}, eprinttype = {arXiv}, eprint = {2002.03090}, timestamp = {Tue, 11 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-03090.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-05120, author = {Giulia Zarpellon and Jason Jo and Andrea Lodi and Yoshua Bengio}, title = {Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies}, journal = {CoRR}, volume = {abs/2002.05120}, year = {2020}, url = {https://arxiv.org/abs/2002.05120}, eprinttype = {arXiv}, eprint = {2002.05120}, timestamp = {Fri, 14 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-05120.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-06460, author = {Michel Deudon and Alfredo Kalaitzis and Israel Goytom and Md Rifat Arefin and Zhichao Lin and Kris Sankaran and Vincent Michalski and Samira Ebrahimi Kahou and Julien Cornebise and Yoshua Bengio}, title = {HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery}, journal = {CoRR}, volume = {abs/2002.06460}, year = {2020}, url = {https://arxiv.org/abs/2002.06460}, eprinttype = {arXiv}, eprint = {2002.06460}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-06460.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-09046, author = {Devansh Arpit and Huan Wang and Caiming Xiong and Richard Socher and Yoshua Bengio}, title = {Neural Bayes: {A} Generic Parameterization Method for Unsupervised Representation Learning}, journal = {CoRR}, volume = {abs/2002.09046}, year = {2020}, url = {https://arxiv.org/abs/2002.09046}, eprinttype = {arXiv}, eprint = {2002.09046}, timestamp = {Tue, 03 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-09046.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-12499, author = {William Fedus and Dibya Ghosh and John D. Martin and Marc G. Bellemare and Yoshua Bengio and Hugo Larochelle}, title = {On Catastrophic Interference in Atari 2600 Games}, journal = {CoRR}, volume = {abs/2002.12499}, year = {2020}, url = {https://arxiv.org/abs/2002.12499}, eprinttype = {arXiv}, eprint = {2002.12499}, timestamp = {Tue, 05 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-12499.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-00982, author = {Vijay Prakash Dwivedi and Chaitanya K. Joshi and Thomas Laurent and Yoshua Bengio and Xavier Bresson}, title = {Benchmarking Graph Neural Networks}, journal = {CoRR}, volume = {abs/2003.00982}, year = {2020}, url = {https://arxiv.org/abs/2003.00982}, eprinttype = {arXiv}, eprint = {2003.00982}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-00982.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-04382, author = {Qicheng Lao and Xiang Jiang and Mohammad Havaei and Yoshua Bengio}, title = {Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay}, journal = {CoRR}, volume = {abs/2003.04382}, year = {2020}, url = {https://arxiv.org/abs/2003.04382}, eprinttype = {arXiv}, eprint = {2003.04382}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-04382.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-06060, author = {Tong Che and Ruixiang Zhang and Jascha Sohl{-}Dickstein and Hugo Larochelle and Liam Paull and Yuan Cao and Yoshua Bengio}, title = {Your {GAN} is Secretly an Energy-based Model and You Should use Discriminator Driven Latent Sampling}, journal = {CoRR}, volume = {abs/2003.06060}, year = {2020}, url = {https://arxiv.org/abs/2003.06060}, eprinttype = {arXiv}, eprint = {2003.06060}, timestamp = {Tue, 17 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-06060.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-07449, author = {Tristan Sylvain and Pengchuan Zhang and Yoshua Bengio and R. Devon Hjelm and Shikhar Sharma}, title = {Object-Centric Image Generation from Layouts}, journal = {CoRR}, volume = {abs/2003.07449}, year = {2020}, url = {https://arxiv.org/abs/2003.07449}, eprinttype = {arXiv}, eprint = {2003.07449}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-07449.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-07213, author = {Miles Brundage and Shahar Avin and Jasmine Wang and Haydn Belfield and Gretchen Krueger and Gillian K. Hadfield and Heidy Khlaaf and Jingying Yang and Helen Toner and Ruth Fong and Tegan Maharaj and Pang Wei Koh and Sara Hooker and Jade Leung and Andrew Trask and Emma Bluemke and Jonathan Lebensold and Cullen O'Keefe and Mark Koren and Th{\'{e}}o Ryffel and J. B. Rubinovitz and Tamay Besiroglu and Federica Carugati and Jack Clark and Peter Eckersley and Sarah de Haas and Maritza Johnson and Ben Laurie and Alex Ingerman and Igor Krawczuk and Amanda Askell and Rosario Cammarota and Andrew Lohn and David Krueger and Charlotte Stix and Peter Henderson and Logan Graham and Carina Prunkl and Bianca Martin and Elizabeth Seger and Noa Zilberman and Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh and Frens Kroeger and Girish Sastry and Rebecca Kagan and Adrian Weller and Brian Tse and Elizabeth Barnes and Allan Dafoe and Paul Scharre and Ariel Herbert{-}Voss and Martijn Rasser and Shagun Sodhani and Carrick Flynn and Thomas Krendl Gilbert and Lisa Dyer and Saif Khan and Yoshua Bengio and Markus Anderljung}, title = {Toward Trustworthy {AI} Development: Mechanisms for Supporting Verifiable Claims}, journal = {CoRR}, volume = {abs/2004.07213}, year = {2020}, url = {https://arxiv.org/abs/2004.07213}, eprinttype = {arXiv}, eprint = {2004.07213}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-07213.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-10151, author = {Yonatan Bisk and Ari Holtzman and Jesse Thomason and Jacob Andreas and Yoshua Bengio and Joyce Chai and Mirella Lapata and Angeliki Lazaridou and Jonathan May and Aleksandr Nisnevich and Nicolas Pinto and Joseph P. Turian}, title = {Experience Grounds Language}, journal = {CoRR}, volume = {abs/2004.10151}, year = {2020}, url = {https://arxiv.org/abs/2004.10151}, eprinttype = {arXiv}, eprint = {2004.10151}, timestamp = {Tue, 28 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-10151.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-11935, author = {Anirudh Goyal and Yoshua Bengio and Matthew M. Botvinick and Sergey Levine}, title = {The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget}, journal = {CoRR}, volume = {abs/2004.11935}, year = {2020}, url = {https://arxiv.org/abs/2004.11935}, eprinttype = {arXiv}, eprint = {2004.11935}, timestamp = {Wed, 20 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-11935.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-12485, author = {Sai Krishna Gottipati and Boris Sattarov and Sufeng Niu and Yashaswi Pathak and Haoran Wei and Shengchao Liu and Karam M. J. Thomas and Simon Blackburn and Connor W. Coley and Jian Tang and Sarath Chandar and Yoshua Bengio}, title = {Learning To Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning}, journal = {CoRR}, volume = {abs/2004.12485}, year = {2020}, url = {https://arxiv.org/abs/2004.12485}, eprinttype = {arXiv}, eprint = {2004.12485}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-12485.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-13458, author = {Timo Milbich and Karsten Roth and Homanga Bharadhwaj and Samarth Sinha and Yoshua Bengio and Bj{\"{o}}rn Ommer and Joseph Paul Cohen}, title = {DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning}, journal = {CoRR}, volume = {abs/2004.13458}, year = {2020}, url = {https://arxiv.org/abs/2004.13458}, eprinttype = {arXiv}, eprint = {2004.13458}, timestamp = {Sat, 02 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-13458.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-04168, author = {Maxence Ernoult and Julie Grollier and Damien Querlioz and Yoshua Bengio and Benjamin Scellier}, title = {Equilibrium Propagation with Continual Weight Updates}, journal = {CoRR}, volume = {abs/2005.04168}, year = {2020}, url = {https://arxiv.org/abs/2005.04168}, eprinttype = {arXiv}, eprint = {2005.04168}, timestamp = {Thu, 14 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-04168.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-04169, author = {Maxence Ernoult and Julie Grollier and Damien Querlioz and Yoshua Bengio and Benjamin Scellier}, title = {Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation}, journal = {CoRR}, volume = {abs/2005.04169}, year = {2020}, url = {https://arxiv.org/abs/2005.04169}, eprinttype = {arXiv}, eprint = {2005.04169}, timestamp = {Thu, 14 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-04169.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-05864, author = {Wenyu Du and Zhouhan Lin and Yikang Shen and Timothy J. O'Donnell and Yoshua Bengio and Yue Zhang}, title = {Exploiting Syntactic Structure for Better Language Modeling: {A} Syntactic Distance Approach}, journal = {CoRR}, volume = {abs/2005.05864}, year = {2020}, url = {https://arxiv.org/abs/2005.05864}, eprinttype = {arXiv}, eprint = {2005.05864}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-05864.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-06616, author = {Iulian Vlad Serban and Varun Gupta and Ekaterina Kochmar and Dung Do Vu and Robert Belfer and Joelle Pineau and Aaron C. Courville and Laurent Charlin and Yoshua Bengio}, title = {A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based {ITS} for {STEM}}, journal = {CoRR}, volume = {abs/2005.06616}, year = {2020}, url = {https://arxiv.org/abs/2005.06616}, eprinttype = {arXiv}, eprint = {2005.06616}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-06616.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-08502, author = {Hannah Alsdurf and Yoshua Bengio and Tristan Deleu and Prateek Gupta and Daphne Ippolito and Richard Janda and Max Jarvie and Tyler Kolody and Sekoul Krastev and Tegan Maharaj and Robert Obryk and Dan Pilat and Valerie Pisano and Benjamin Prud'homme and Meng Qu and Nasim Rahaman and Irina Rish and Jean{-}Franois Rousseau and Abhinav Sharma and Brooke Struck and Jian Tang and Martin Weiss and Yun William Yu}, title = {{COVI} White Paper}, journal = {CoRR}, volume = {abs/2005.08502}, year = {2020}, url = {https://arxiv.org/abs/2005.08502}, eprinttype = {arXiv}, eprint = {2005.08502}, timestamp = {Tue, 13 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-08502.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-09136, author = {R{\'{e}}mi Le Priol and Reza Babanezhad Harikandeh and Yoshua Bengio and Simon Lacoste{-}Julien}, title = {An Analysis of the Adaptation Speed of Causal Models}, journal = {CoRR}, volume = {abs/2005.09136}, year = {2020}, url = {https://arxiv.org/abs/2005.09136}, eprinttype = {arXiv}, eprint = {2005.09136}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-09136.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-11856, author = {Joseph Paul Cohen and Lan Dao and Paul Morrison and Karsten Roth and Yoshua Bengio and Beiyi Shen and Almas Abbasi and Mahsa Hoshmand{-}Kochi and Marzyeh Ghassemi and Haifang Li and Tim Q. Duong}, title = {Predicting {COVID-19} Pneumonia Severity on Chest X-ray with Deep Learning}, journal = {CoRR}, volume = {abs/2005.11856}, year = {2020}, url = {https://arxiv.org/abs/2005.11856}, eprinttype = {arXiv}, eprint = {2005.11856}, timestamp = {Fri, 29 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-11856.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-01981, author = {Jack D. Kendall and Ross D. Pantone and Kalpana Manickavasagam and Yoshua Bengio and Benjamin Scellier}, title = {Training End-to-End Analog Neural Networks with Equilibrium Propagation}, journal = {CoRR}, volume = {abs/2006.01981}, year = {2020}, url = {https://arxiv.org/abs/2006.01981}, eprinttype = {arXiv}, eprint = {2006.01981}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-01981.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-03824, author = {Axel Laborieux and Maxence Ernoult and Benjamin Scellier and Yoshua Bengio and Julie Grollier and Damien Querlioz}, title = {Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias}, journal = {CoRR}, volume = {abs/2006.03824}, year = {2020}, url = {https://arxiv.org/abs/2006.03824}, eprinttype = {arXiv}, eprint = {2006.03824}, timestamp = {Fri, 12 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-03824.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-07461, author = {Khurram Javed and Martha White and Yoshua Bengio}, title = {Learning Causal Models Online}, journal = {CoRR}, volume = {abs/2006.07461}, year = {2020}, url = {https://arxiv.org/abs/2006.07461}, eprinttype = {arXiv}, eprint = {2006.07461}, timestamp = {Wed, 17 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-07461.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-09471, author = {Giancarlo Kerg and Bhargav Kanuparthi and Anirudh Goyal and Kyle Goyette and Yoshua Bengio and Guillaume Lajoie}, title = {Untangling tradeoffs between recurrence and self-attention in neural networks}, journal = {CoRR}, volume = {abs/2006.09471}, year = {2020}, url = {https://arxiv.org/abs/2006.09471}, eprinttype = {arXiv}, eprint = {2006.09471}, timestamp = {Tue, 23 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-09471.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-12278, author = {Yihe Dong and Will Sawin and Yoshua Bengio}, title = {{HNHN:} Hypergraph Networks with Hyperedge Neurons}, journal = {CoRR}, volume = {abs/2006.12278}, year = {2020}, url = {https://arxiv.org/abs/2006.12278}, eprinttype = {arXiv}, eprint = {2006.12278}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-12278.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-13291, author = {Matthew Amodio and Rim Assouel and Victor Schmidt and Tristan Sylvain and Smita Krishnaswamy and Yoshua Bengio}, title = {Image-to-image Mapping with Many Domains by Sparse Attribute Transfer}, journal = {CoRR}, volume = {abs/2006.13291}, year = {2020}, url = {https://arxiv.org/abs/2006.13291}, eprinttype = {arXiv}, eprint = {2006.13291}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-13291.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-13352, author = {Bo Li and Yezhen Wang and Tong Che and Shanghang Zhang and Sicheng Zhao and Pengfei Xu and Wei Zhou and Yoshua Bengio and Kurt Keutzer}, title = {Rethinking Distributional Matching Based Domain Adaptation}, journal = {CoRR}, volume = {abs/2006.13352}, year = {2020}, url = {https://arxiv.org/abs/2006.13352}, eprinttype = {arXiv}, eprint = {2006.13352}, timestamp = {Mon, 28 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-13352.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-15212, author = {Prateek Gupta and Maxime Gasse and Elias B. Khalil and M. Pawan Kumar and Andrea Lodi and Yoshua Bengio}, title = {Hybrid Models for Learning to Branch}, journal = {CoRR}, volume = {abs/2006.15212}, year = {2020}, url = {https://arxiv.org/abs/2006.15212}, eprinttype = {arXiv}, eprint = {2006.15212}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-15212.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-16225, author = {Anirudh Goyal and Alex Lamb and Phanideep Gampa and Philippe Beaudoin and Sergey Levine and Charles Blundell and Yoshua Bengio and Michael Mozer}, title = {Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems}, journal = {CoRR}, volume = {abs/2006.16225}, year = {2020}, url = {https://arxiv.org/abs/2006.16225}, eprinttype = {arXiv}, eprint = {2006.16225}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-16225.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-16981, author = {Sarthak Mittal and Alex Lamb and Anirudh Goyal and Vikram Voleti and Murray Shanahan and Guillaume Lajoie and Michael Mozer and Yoshua Bengio}, title = {Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules}, journal = {CoRR}, volume = {abs/2006.16981}, year = {2020}, url = {https://arxiv.org/abs/2006.16981}, eprinttype = {arXiv}, eprint = {2006.16981}, timestamp = {Thu, 02 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-16981.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-06533, author = {Nasim Rahaman and Anirudh Goyal and Muhammad Waleed Gondal and Manuel Wuthrich and Stefan Bauer and Yash Sharma and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf}, title = {S2RMs: Spatially Structured Recurrent Modules}, journal = {CoRR}, volume = {abs/2007.06533}, year = {2020}, url = {https://arxiv.org/abs/2007.06533}, eprinttype = {arXiv}, eprint = {2007.06533}, timestamp = {Mon, 02 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-06533.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-06700, author = {William Fedus and Prajit Ramachandran and Rishabh Agarwal and Yoshua Bengio and Hugo Larochelle and Mark Rowland and Will Dabney}, title = {Revisiting Fundamentals of Experience Replay}, journal = {CoRR}, volume = {abs/2007.06700}, year = {2020}, url = {https://arxiv.org/abs/2007.06700}, eprinttype = {arXiv}, eprint = {2007.06700}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-06700.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-12770, author = {David Yu{-}Tung Hui and Maxime Chevalier{-}Boisvert and Dzmitry Bahdanau and Yoshua Bengio}, title = {BabyAI 1.1}, journal = {CoRR}, volume = {abs/2007.12770}, year = {2020}, url = {https://arxiv.org/abs/2007.12770}, eprinttype = {arXiv}, eprint = {2007.12770}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-12770.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-15139, author = {Yoshua Bengio}, title = {Deriving Differential Target Propagation from Iterating Approximate Inverses}, journal = {CoRR}, volume = {abs/2007.15139}, year = {2020}, url = {https://arxiv.org/abs/2007.15139}, eprinttype = {arXiv}, eprint = {2007.15139}, timestamp = {Mon, 03 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-15139.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-06456, author = {Lucas Willems and Salem Lahlou and Yoshua Bengio}, title = {Mastering Rate based Curriculum Learning}, journal = {CoRR}, volume = {abs/2008.06456}, year = {2020}, url = {https://arxiv.org/abs/2008.06456}, eprinttype = {arXiv}, eprint = {2008.06456}, timestamp = {Fri, 21 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-06456.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-11783, author = {Taesup Kim and Sungwoong Kim and Yoshua Bengio}, title = {Visual Concept Reasoning Networks}, journal = {CoRR}, volume = {abs/2008.11783}, year = {2020}, url = {https://arxiv.org/abs/2008.11783}, eprinttype = {arXiv}, eprint = {2008.11783}, timestamp = {Tue, 15 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-11783.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-04029, author = {Meng Qu and Junkun Chen and Louis{-}Pascal A. C. Xhonneux and Yoshua Bengio and Jian Tang}, title = {RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs}, journal = {CoRR}, volume = {abs/2010.04029}, year = {2020}, url = {https://arxiv.org/abs/2010.04029}, eprinttype = {arXiv}, eprint = {2010.04029}, timestamp = {Tue, 13 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-04029.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-04296, author = {Ossama Ahmed and Frederik Tr{\"{a}}uble and Anirudh Goyal and Alexander Neitz and Manuel W{\"{u}}thrich and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf and Stefan Bauer}, title = {CausalWorld: {A} Robotic Manipulation Benchmark for Causal Structure and Transfer Learning}, journal = {CoRR}, volume = {abs/2010.04296}, year = {2020}, url = {https://arxiv.org/abs/2010.04296}, eprinttype = {arXiv}, eprint = {2010.04296}, timestamp = {Tue, 13 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-04296.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-08012, author = {Alex Lamb and Anirudh Goyal and Agnieszka Slowik and Michael Mozer and Philippe Beaudoin and Yoshua Bengio}, title = {Neural Function Modules with Sparse Arguments: {A} Dynamic Approach to Integrating Information across Layers}, journal = {CoRR}, volume = {abs/2010.08012}, year = {2020}, url = {https://arxiv.org/abs/2010.08012}, eprinttype = {arXiv}, eprint = {2010.08012}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-08012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-10593, author = {Tristan Sylvain and Francis Dutil and Tess Berthier and Lisa Di{-}Jorio and Margaux Luck and R. Devon Hjelm and Yoshua Bengio}, title = {Cross-Modal Information Maximization for Medical Imaging: {CMIM}}, journal = {CoRR}, volume = {abs/2010.10593}, year = {2020}, url = {https://arxiv.org/abs/2010.10593}, eprinttype = {arXiv}, eprint = {2010.10593}, timestamp = {Tue, 27 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-10593.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-11362, author = {Rithesh Kumar and Kundan Kumar and Vicki Anand and Yoshua Bengio and Aaron C. Courville}, title = {{NU-GAN:} High resolution neural upsampling with {GAN}}, journal = {CoRR}, volume = {abs/2010.11362}, year = {2020}, url = {https://arxiv.org/abs/2010.11362}, eprinttype = {arXiv}, eprint = {2010.11362}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-11362.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-12536, author = {Yoshua Bengio and Prateek Gupta and Tegan Maharaj and Nasim Rahaman and Martin Weiss and Tristan Deleu and Eilif B. M{\"{u}}ller and Meng Qu and Victor Schmidt and Pierre{-}Luc St{-}Charles and Hannah Alsdurf and Olexa Bilaniuk and David L. Buckeridge and Ga{\'{e}}tan Marceau Caron and Pierre Luc Carrier and Joumana Ghosn and Satya Ortiz{-}Gagne and Chris Pal and Irina Rish and Bernhard Sch{\"{o}}lkopf and Abhinav Sharma and Jian Tang and Andrew Williams}, title = {Predicting Infectiousness for Proactive Contact Tracing}, journal = {CoRR}, volume = {abs/2010.12536}, year = {2020}, url = {https://arxiv.org/abs/2010.12536}, eprinttype = {arXiv}, eprint = {2010.12536}, timestamp = {Tue, 26 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-12536.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-16004, author = {Prateek Gupta and Tegan Maharaj and Martin Weiss and Nasim Rahaman and Hannah Alsdurf and Abhinav Sharma and Nanor Minoyan and Soren Harnois{-}Leblanc and Victor Schmidt and Pierre{-}Luc St{-}Charles and Tristan Deleu and Andrew Williams and Akshay Patel and Meng Qu and Olexa Bilaniuk and Ga{\'{e}}tan Marceau Caron and Pierre Luc Carrier and Satya Ortiz{-}Gagn{\'{e}} and Marc{-}Andre Rousseau and David L. Buckeridge and Joumana Ghosn and Yang Zhang and Bernhard Sch{\"{o}}lkopf and Jian Tang and Irina Rish and Christopher Joseph Pal and Joanna Merckx and Eilif B. M{\"{u}}ller and Yoshua Bengio}, title = {COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing}, journal = {CoRR}, volume = {abs/2010.16004}, year = {2020}, url = {https://arxiv.org/abs/2010.16004}, eprinttype = {arXiv}, eprint = {2010.16004}, timestamp = {Tue, 26 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-16004.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-09468, author = {Mohammad Pezeshki and S{\'{e}}kou{-}Oumar Kaba and Yoshua Bengio and Aaron C. Courville and Doina Precup and Guillaume Lajoie}, title = {Gradient Starvation: {A} Learning Proclivity in Neural Networks}, journal = {CoRR}, volume = {abs/2011.09468}, year = {2020}, url = {https://arxiv.org/abs/2011.09468}, eprinttype = {arXiv}, eprint = {2011.09468}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-09468.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-13042, author = {Cheng{-}Hao Liu and Maksym Korablyov and Stanislaw Jastrzebski and Pawel Wlodarczyk{-}Pruszynski and Yoshua Bengio and Marwin H. S. Segler}, title = {RetroGNN: Approximating Retrosynthesis by Graph Neural Networks for De Novo Drug Design}, journal = {CoRR}, volume = {abs/2011.13042}, year = {2020}, url = {https://arxiv.org/abs/2011.13042}, eprinttype = {arXiv}, eprint = {2011.13042}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-13042.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-15091, author = {Anirudh Goyal and Yoshua Bengio}, title = {Inductive Biases for Deep Learning of Higher-Level Cognition}, journal = {CoRR}, volume = {abs/2011.15091}, year = {2020}, url = {https://arxiv.org/abs/2011.15091}, eprinttype = {arXiv}, eprint = {2011.15091}, timestamp = {Tue, 01 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-15091.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-05013, author = {Shimaa Baraka and Benjamin Akera and Bibek Aryal and Tenzing Chogyal Sherpa and Finu Shresta and Anthony Ortiz and Kris Sankaran and Juan Lavista Ferres and Mir Matin and Yoshua Bengio}, title = {Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya}, journal = {CoRR}, volume = {abs/2012.05013}, year = {2020}, url = {https://arxiv.org/abs/2012.05013}, eprinttype = {arXiv}, eprint = {2012.05013}, timestamp = {Tue, 15 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-05013.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/ScellierB19, author = {Benjamin Scellier and Yoshua Bengio}, title = {Equivalence of Equilibrium Propagation and Recurrent Backpropagation}, journal = {Neural Comput.}, volume = {31}, number = {2}, year = {2019}, url = {https://doi.org/10.1162/neco\_a\_01160}, doi = {10.1162/NECO\_A\_01160}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/ScellierB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/JingGPSTSB19, author = {Li Jing and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and John Peurifoy and Yichen Shen and Max Tegmark and Marin Soljacic and Yoshua Bengio}, title = {Gated Orthogonal Recurrent Units: On Learning to Forget}, journal = {Neural Comput.}, volume = {31}, number = {4}, year = {2019}, url = {https://doi.org/10.1162/neco\_a\_01174}, doi = {10.1162/NECO\_A\_01174}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/JingGPSTSB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/KawaguchiB19, author = {Kenji Kawaguchi and Yoshua Bengio}, title = {Depth with nonlinearity creates no bad local minima in ResNets}, journal = {Neural Networks}, volume = {118}, pages = {167--174}, year = {2019}, url = {https://doi.org/10.1016/j.neunet.2019.06.009}, doi = {10.1016/J.NEUNET.2019.06.009}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/KawaguchiB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChandarSVKB19, author = {Sarath Chandar and Chinnadhurai Sankar and Eugene Vorontsov and Samira Ebrahimi Kahou and Yoshua Bengio}, title = {Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {3280--3287}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33013280}, doi = {10.1609/AAAI.V33I01.33013280}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChandarSVKB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Francois-LavetB19, author = {Vincent Fran{\c{c}}ois{-}Lavet and Yoshua Bengio and Doina Precup and Joelle Pineau}, title = {Combined Reinforcement Learning via Abstract Representations}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {3582--3589}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33013582}, doi = {10.1609/AAAI.V33I01.33013582}, timestamp = {Tue, 02 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/Francois-LavetB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/SankarSPCB19, author = {Chinnadhurai Sankar and Sandeep Subramanian and Chris Pal and Sarath Chandar and Yoshua Bengio}, editor = {Anna Korhonen and David R. Traum and Llu{\'{\i}}s M{\`{a}}rquez}, title = {Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study}, booktitle = {Proceedings of the 57th Conference of the Association for Computational Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers}, pages = {32--37}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/p19-1004}, doi = {10.18653/V1/P19-1004}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/SankarSPCB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/LambVKB19, author = {Alex Lamb and Vikas Verma and Juho Kannala and Yoshua Bengio}, editor = {Lorenzo Cavallaro and Johannes Kinder and Sadia Afroz and Battista Biggio and Nicholas Carlini and Yuval Elovici and Asaf Shabtai}, title = {Interpolated Adversarial Training: Achieving Robust Neural Networks Without Sacrificing Too Much Accuracy}, booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence and Security, AISec@CCS 2019, London, UK, November 15, 2019}, pages = {95--103}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3338501.3357369}, doi = {10.1145/3338501.3357369}, timestamp = {Fri, 30 Dec 2022 23:08:56 +0100}, biburl = {https://dblp.org/rec/conf/ccs/LambVKB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/YuanCFLPBT19, author = {Xingdi Yuan and Marc{-}Alexandre C{\^{o}}t{\'{e}} and Jie Fu and Zhouhan Lin and Chris Pal and Yoshua Bengio and Adam Trischler}, editor = {Kentaro Inui and Jing Jiang and Vincent Ng and Xiaojun Wan}, title = {Interactive Language Learning by Question Answering}, booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China, November 3-7, 2019}, pages = {2796--2813}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/D19-1280}, doi = {10.18653/V1/D19-1280}, timestamp = {Thu, 07 Apr 2022 09:14:07 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/YuanCFLPBT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ThompsonSBW19, author = {Jessica A. F. Thompson and Marc Sch{\"{o}}nwiesner and Yoshua Bengio and Daniel Willett}, title = {How Transferable Are Features in Convolutional Neural Network Acoustic Models across Languages?}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {2827--2831}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8683043}, doi = {10.1109/ICASSP.2019.8683043}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ThompsonSBW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/YooSB19, author = {Sanghyun Yoo and Inchul Song and Yoshua Bengio}, title = {A Highly Adaptive Acoustic Model for Accurate Multi-dialect Speech Recognition}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {5716--5720}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8683705}, doi = {10.1109/ICASSP.2019.8683705}, timestamp = {Sun, 30 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/YooSB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/KastnerSBC19, author = {Kyle Kastner and Jo{\~{a}}o Felipe Santos and Yoshua Bengio and Aaron C. Courville}, title = {Representation Mixing for {TTS} Synthesis}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {5906--5910}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8682880}, doi = {10.1109/ICASSP.2019.8682880}, timestamp = {Sun, 30 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/KastnerSBC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/RavanelliPB19, author = {Mirco Ravanelli and Titouan Parcollet and Yoshua Bengio}, title = {The Pytorch-kaldi Speech Recognition Toolkit}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019}, pages = {6465--6469}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICASSP.2019.8683713}, doi = {10.1109/ICASSP.2019.8683713}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/RavanelliPB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/SiddiqueeZTFGBL19, author = {Md Mahfuzur Rahman Siddiquee and Zongwei Zhou and Nima Tajbakhsh and Ruibin Feng and Michael B. Gotway and Yoshua Bengio and Jianming Liang}, title = {Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {191--200}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.00028}, doi = {10.1109/ICCV.2019.00028}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccv/SiddiqueeZTFGBL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/El-NoubySSHAKBT19, author = {Alaaeldin El{-}Nouby and Shikhar Sharma and Hannes Schulz and R. Devon Hjelm and Layla El Asri and Samira Ebrahimi Kahou and Yoshua Bengio and Graham W. Taylor}, title = {Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {10303--10311}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.01040}, doi = {10.1109/ICCV.2019.01040}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccv/El-NoubySSHAKBT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Chevalier-Boisvert19, author = {Maxime Chevalier{-}Boisvert and Dzmitry Bahdanau and Salem Lahlou and Lucas Willems and Chitwan Saharia and Thien Huu Nguyen and Yoshua Bengio}, title = {BabyAI: {A} Platform to Study the Sample Efficiency of Grounded Language Learning}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=rJeXCo0cYX}, timestamp = {Thu, 25 Jul 2019 13:03:15 +0200}, biburl = {https://dblp.org/rec/conf/iclr/Chevalier-Boisvert19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/FarshchianGCBMS19, author = {Ali Farshchian and Juan Alvaro Gallego and Joseph Paul Cohen and Yoshua Bengio and Lee E. Miller and Sara A. Solla}, title = {Adversarial Domain Adaptation for Stable Brain-Machine Interfaces}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=Hyx6Bi0qYm}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/FarshchianGCBMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GoyalBFSLLLB19, author = {Anirudh Goyal and Philemon Brakel and William Fedus and Soumye Singhal and Timothy P. Lillicrap and Sergey Levine and Hugo Larochelle and Yoshua Bengio}, title = {Recall Traces: Backtracking Models for Efficient Reinforcement Learning}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=HygsfnR9Ym}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GoyalBFSLLLB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GoyalISALBBL19, author = {Anirudh Goyal and Riashat Islam and Daniel Strouse and Zafarali Ahmed and Hugo Larochelle and Matthew M. Botvinick and Yoshua Bengio and Sergey Levine}, title = {InfoBot: Transfer and Exploration via the Information Bottleneck}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=rJg8yhAqKm}, timestamp = {Wed, 20 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GoyalISALBBL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HjelmFLGBTB19, author = {R. Devon Hjelm and Alex Fedorov and Samuel Lavoie{-}Marchildon and Karan Grewal and Philip Bachman and Adam Trischler and Yoshua Bengio}, title = {Learning deep representations by mutual information estimation and maximization}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=Bklr3j0cKX}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HjelmFLGBTB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/JastrzebskiKBFB19, author = {Stanislaw Jastrzebski and Zachary Kenton and Nicolas Ballas and Asja Fischer and Yoshua Bengio and Amos J. Storkey}, title = {On the Relation Between the Sharpest Directions of {DNN} Loss and the {SGD} Step Length}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=SkgEaj05t7}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/JastrzebskiKBFB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KanuparthiAKKMB19, author = {Bhargav Kanuparthi and Devansh Arpit and Giancarlo Kerg and Nan Rosemary Ke and Ioannis Mitliagkas and Yoshua Bengio}, title = {h-detach: Modifying the {LSTM} Gradient Towards Better Optimization}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=ryf7ioRqFX}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KanuparthiAKKMB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KeSTGBPB19, author = {Nan Rosemary Ke and Amanpreet Singh and Ahmed Touati and Anirudh Goyal and Yoshua Bengio and Devi Parikh and Dhruv Batra}, title = {Modeling the Long Term Future in Model-Based Reinforcement Learning}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=SkgQBn0cF7}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KeSTGBPB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ParcolletRMLTMB19, author = {Titouan Parcollet and Mirco Ravanelli and Mohamed Morchid and Georges Linar{\`{e}}s and Chiheb Trabelsi and Renato De Mori and Yoshua Bengio}, title = {Quaternion Recurrent Neural Networks}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=ByMHvs0cFQ}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ParcolletRMLTMB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/PicheTIBP19, author = {Alexandre Pich{\'{e}} and Valentin Thomas and Cyril Ibrahim and Yoshua Bengio and Chris Pal}, title = {Probabilistic Planning with Sequential Monte Carlo methods}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=ByetGn0cYX}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/PicheTIBP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/TonevaSCTBG19, author = {Mariya Toneva and Alessandro Sordoni and Remi Tachet des Combes and Adam Trischler and Yoshua Bengio and Geoffrey J. Gordon}, title = {An Empirical Study of Example Forgetting during Deep Neural Network Learning}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=BJlxm30cKm}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/TonevaSCTBG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/VelickovicFHLBH19, author = {Petar Velickovic and William Fedus and William L. Hamilton and Pietro Li{\`{o}} and Yoshua Bengio and R. Devon Hjelm}, title = {Deep Graph Infomax}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=rklz9iAcKQ}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/VelickovicFHLBH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhangZLBP19, author = {Zijun Zhang and Ruixiang Zhang and Zongpeng Li and Yoshua Bengio and Liam Paull}, title = {Perceptual Generative Autoencoders}, booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop, New Orleans, Louisiana, United States, May 6, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=rkxkr8UKuN}, timestamp = {Thu, 25 Jul 2019 16:26:32 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZhangZLBP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LambBGSMBM19, author = {Alex Lamb and Jonathan Binas and Anirudh Goyal and Sandeep Subramanian and Ioannis Mitliagkas and Yoshua Bengio and Michael Mozer}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {3622--3631}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/lamb19a.html}, timestamp = {Tue, 11 Jun 2019 15:37:38 +0200}, biburl = {https://dblp.org/rec/conf/icml/LambBGSMBM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/QuBT19, author = {Meng Qu and Yoshua Bengio and Jian Tang}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {{GMNN:} Graph Markov Neural Networks}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {5241--5250}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/qu19a.html}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/QuBT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RahamanBADLHBC19, author = {Nasim Rahaman and Aristide Baratin and Devansh Arpit and Felix Draxler and Min Lin and Fred A. Hamprecht and Yoshua Bengio and Aaron C. Courville}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {On the Spectral Bias of Neural Networks}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {5301--5310}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/rahaman19a.html}, timestamp = {Wed, 29 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/RahamanBADLHBC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/VermaLBNMLB19, author = {Vikas Verma and Alex Lamb and Christopher Beckham and Amir Najafi and Ioannis Mitliagkas and David Lopez{-}Paz and Yoshua Bengio}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Manifold Mixup: Better Representations by Interpolating Hidden States}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {6438--6447}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/verma19a.html}, timestamp = {Fri, 05 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/VermaLBNMLB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/BharadhwajWBP19, author = {Homanga Bharadhwaj and Zihan Wang and Yoshua Bengio and Liam Paull}, title = {A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies}, booktitle = {International Conference on Robotics and Automation, {ICRA} 2019, Montreal, QC, Canada, May 20-24, 2019}, pages = {782--788}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICRA.2019.8794310}, doi = {10.1109/ICRA.2019.8794310}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/icra/BharadhwajWBP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/VermaLKBL19, author = {Vikas Verma and Alex Lamb and Juho Kannala and Yoshua Bengio and David Lopez{-}Paz}, editor = {Sarit Kraus}, title = {Interpolation Consistency Training for Semi-supervised Learning}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {3635--3641}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/504}, doi = {10.24963/IJCAI.2019/504}, timestamp = {Tue, 20 Aug 2019 16:18:18 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/VermaLKBL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/PascualRSBB19, author = {Santiago Pascual and Mirco Ravanelli and Joan Serr{\`{a}} and Antonio Bonafonte and Yoshua Bengio}, editor = {Gernot Kubin and Zdravko Kacic}, title = {Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks}, booktitle = {Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019}, pages = {161--165}, publisher = {{ISCA}}, year = {2019}, url = {https://doi.org/10.21437/Interspeech.2019-2605}, doi = {10.21437/INTERSPEECH.2019-2605}, timestamp = {Fri, 29 Jan 2021 17:41:10 +0100}, biburl = {https://dblp.org/rec/conf/interspeech/PascualRSBB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/LugoschRITB19, author = {Loren Lugosch and Mirco Ravanelli and Patrick Ignoto and Vikrant Singh Tomar and Yoshua Bengio}, editor = {Gernot Kubin and Zdravko Kacic}, title = {Speech Model Pre-Training for End-to-End Spoken Language Understanding}, booktitle = {Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019}, pages = {814--818}, publisher = {{ISCA}}, year = {2019}, url = {https://doi.org/10.21437/Interspeech.2019-2396}, doi = {10.21437/INTERSPEECH.2019-2396}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/interspeech/LugoschRITB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/RavanelliB19, author = {Mirco Ravanelli and Yoshua Bengio}, editor = {Gernot Kubin and Zdravko Kacic}, title = {Learning Speaker Representations with Mutual Information}, booktitle = {Interspeech 2019, 20th Annual Conference of the International Speech Communication Association, Graz, Austria, 15-19 September 2019}, pages = {1153--1157}, publisher = {{ISCA}}, year = {2019}, url = {https://doi.org/10.21437/Interspeech.2019-2380}, doi = {10.21437/INTERSPEECH.2019-2380}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/interspeech/RavanelliB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/TaghanakiHBDDHB19, author = {Saeid Asgari Taghanaki and Mohammad Havaei and Tess Berthier and Francis Dutil and Lisa Di{-}Jorio and Ghassan Hamarneh and Yoshua Bengio}, editor = {Dinggang Shen and Tianming Liu and Terry M. Peters and Lawrence H. Staib and Caroline Essert and Sean Zhou and Pew{-}Thian Yap and Ali R. Khan}, title = {InfoMask: Masked Variational Latent Representation to Localize Chest Disease}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2019 - 22nd International Conference, Shenzhen, China, October 13-17, 2019, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {11769}, pages = {739--747}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-32226-7\_82}, doi = {10.1007/978-3-030-32226-7\_82}, timestamp = {Mon, 19 Feb 2024 14:24:13 +0100}, biburl = {https://dblp.org/rec/conf/miccai/TaghanakiHBDDHB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BeckhamHVLGHBP19, author = {Christopher Beckham and Sina Honari and Vikas Verma and Alex Lamb and Farnoosh Ghadiri and R. Devon Hjelm and Yoshua Bengio and Chris Pal}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {On Adversarial Mixup Resynthesis}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {4348--4359}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/f708f064faaf32a43e4d3c784e6af9ea-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BeckhamHVLGHBP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ErnoultGQBS19, author = {Maxence Ernoult and Julie Grollier and Damien Querlioz and Yoshua Bengio and Benjamin Scellier}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an {RNN} with Static Input}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {7079--7089}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/67974233917cea0e42a49a2fb7eb4cf4-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ErnoultGQBS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AnandROBCH19, author = {Ankesh Anand and Evan Racah and Sherjil Ozair and Yoshua Bengio and Marc{-}Alexandre C{\^{o}}t{\'{e}} and R. Devon Hjelm}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Unsupervised State Representation Learning in Atari}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {8766--8779}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/6fb52e71b837628ac16539c1ff911667-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/AnandROBCH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ArpitCB19, author = {Devansh Arpit and V{\'{\i}}ctor Campos and Yoshua Bengio}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {How to Initialize your Network? Robust Initialization for WeightNorm {\&} ResNets}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {10900--10909}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/e520f70ac3930490458892665cda6620-Abstract.html}, timestamp = {Wed, 02 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ArpitCB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KimAB19, author = {Taesup Kim and Sungjin Ahn and Yoshua Bengio}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Variational Temporal Abstraction}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {11566--11575}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/b5d3ad899f70013367f24e0b1fa75944-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KimAB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AljundiLGB19, author = {Rahaf Aljundi and Min Lin and Baptiste Goujaud and Yoshua Bengio}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Gradient based sample selection for online continual learning}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {11816--11825}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/e562cd9c0768d5464b64cf61da7fc6bb-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/AljundiLGB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KergGTGVBL19, author = {Giancarlo Kerg and Kyle Goyette and Maximilian Puelma Touzel and Gauthier Gidel and Eugene Vorontsov and Yoshua Bengio and Guillaume Lajoie}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {13591--13601}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/9d7099d87947faa8d07a272dd6954b80-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KergGTGVBL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KumarKBGTSBBC19, author = {Kundan Kumar and Rithesh Kumar and Thibault de Boissiere and Lucas Gestin and Wei Zhen Teoh and Jose Sotelo and Alexandre de Br{\'{e}}bisson and Yoshua Bengio and Aaron C. Courville}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {14881--14892}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/6804c9bca0a615bdb9374d00a9fcba59-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KumarKBGTSBBC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/OzairLBOLS19, author = {Sherjil Ozair and Corey Lynch and Yoshua Bengio and A{\"{a}}ron van den Oord and Sergey Levine and Pierre Sermanet}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Wasserstein Dependency Measure for Representation Learning}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {15578--15588}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/f9209b7866c9f69823201c1732cc8645-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/OzairLBOLS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-03611, author = {Devansh Arpit and Yoshua Bengio}, title = {The Benefits of Over-parameterization at Initialization in Deep ReLU Networks}, journal = {CoRR}, volume = {abs/1901.03611}, year = {2019}, url = {http://arxiv.org/abs/1901.03611}, eprinttype = {arXiv}, eprint = {1901.03611}, timestamp = {Sun, 03 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-03611.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-08508, author = {Rithesh Kumar and Anirudh Goyal and Aaron C. Courville and Yoshua Bengio}, title = {Maximum Entropy Generators for Energy-Based Models}, journal = {CoRR}, volume = {abs/1901.08508}, year = {2019}, url = {http://arxiv.org/abs/1901.08508}, eprinttype = {arXiv}, eprint = {1901.08508}, timestamp = {Sat, 02 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-08508.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-10902, author = {Anirudh Goyal and Riashat Islam and Daniel Strouse and Zafarali Ahmed and Matthew M. Botvinick and Hugo Larochelle and Sergey Levine and Yoshua Bengio}, title = {InfoBot: Transfer and Exploration via the Information Bottleneck}, journal = {CoRR}, volume = {abs/1901.10902}, year = {2019}, url = {http://arxiv.org/abs/1901.10902}, eprinttype = {arXiv}, eprint = {1901.10902}, timestamp = {Wed, 20 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-10902.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-10912, author = {Yoshua Bengio and Tristan Deleu and Nasim Rahaman and Nan Rosemary Ke and S{\'{e}}bastien Lachapelle and Olexa Bilaniuk and Anirudh Goyal and Christopher J. Pal}, title = {A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms}, journal = {CoRR}, volume = {abs/1901.10912}, year = {2019}, url = {http://arxiv.org/abs/1901.10912}, eprinttype = {arXiv}, eprint = {1901.10912}, timestamp = {Sun, 03 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-10912.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-06704, author = {Sarath Chandar and Chinnadhurai Sankar and Eugene Vorontsov and Samira Ebrahimi Kahou and Yoshua Bengio}, title = {Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies}, journal = {CoRR}, volume = {abs/1902.06704}, year = {2019}, url = {http://arxiv.org/abs/1902.06704}, eprinttype = {arXiv}, eprint = {1902.06704}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-06704.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-06865, author = {William Fedus and Carles Gelada and Yoshua Bengio and Marc G. Bellemare and Hugo Larochelle}, title = {Hyperbolic Discounting and Learning over Multiple Horizons}, journal = {CoRR}, volume = {abs/1902.06865}, year = {2019}, url = {http://arxiv.org/abs/1902.06865}, eprinttype = {arXiv}, eprint = {1902.06865}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-06865.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-01599, author = {Nan Rosemary Ke and Amanpreet Singh and Ahmed Touati and Anirudh Goyal and Yoshua Bengio and Devi Parikh and Dhruv Batra}, title = {Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future}, journal = {CoRR}, volume = {abs/1903.01599}, year = {2019}, url = {http://arxiv.org/abs/1903.01599}, eprinttype = {arXiv}, eprint = {1903.01599}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-01599.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-03825, author = {Vikas Verma and Alex Lamb and Juho Kannala and Yoshua Bengio and David Lopez{-}Paz}, title = {Interpolation Consistency Training for Semi-Supervised Learning}, journal = {CoRR}, volume = {abs/1903.03825}, year = {2019}, url = {http://arxiv.org/abs/1903.03825}, eprinttype = {arXiv}, eprint = {1903.03825}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-03825.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-08671, author = {Rahaf Aljundi and Min Lin and Baptiste Goujaud and Yoshua Bengio}, title = {Online continual learning with no task boundaries}, journal = {CoRR}, volume = {abs/1903.08671}, year = {2019}, url = {http://arxiv.org/abs/1903.08671}, eprinttype = {arXiv}, eprint = {1903.08671}, timestamp = {Mon, 01 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-08671.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-11741, author = {Saeid Asgari Taghanaki and Mohammad Havaei and Tess Berthier and Francis Dutil and Lisa Di{-}Jorio and Ghassan Hamarneh and Yoshua Bengio}, title = {InfoMask: Masked Variational Latent Representation to Localize Chest Disease}, journal = {CoRR}, volume = {abs/1903.11741}, year = {2019}, url = {http://arxiv.org/abs/1903.11741}, eprinttype = {arXiv}, eprint = {1903.11741}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-11741.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-11780, author = {Sherjil Ozair and Corey Lynch and Yoshua Bengio and A{\"{a}}ron van den Oord and Sergey Levine and Pierre Sermanet}, title = {Wasserstein Dependency Measure for Representation Learning}, journal = {CoRR}, volume = {abs/1903.11780}, year = {2019}, url = {http://arxiv.org/abs/1903.11780}, eprinttype = {arXiv}, eprint = {1903.11780}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-11780.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-12262, author = {Misha Benjamin and Paul Gagnon and Negar Rostamzadeh and Chris Pal and Yoshua Bengio and Alex Shee}, title = {Towards Standardization of Data Licenses: The Montreal Data License}, journal = {CoRR}, volume = {abs/1903.12262}, year = {2019}, url = {http://arxiv.org/abs/1903.12262}, eprinttype = {arXiv}, eprint = {1903.12262}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-12262.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-03416, author = {Santiago Pascual and Mirco Ravanelli and Joan Serr{\`{a}} and Antonio Bonafonte and Yoshua Bengio}, title = {Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks}, journal = {CoRR}, volume = {abs/1904.03416}, year = {2019}, url = {http://arxiv.org/abs/1904.03416}, eprinttype = {arXiv}, eprint = {1904.03416}, timestamp = {Wed, 24 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-03416.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-03438, author = {Konrad Zolna and Negar Rostamzadeh and Yoshua Bengio and Sungjin Ahn and Pedro O. Pinheiro}, title = {Reinforced Imitation in Heterogeneous Action Space}, journal = {CoRR}, volume = {abs/1904.03438}, year = {2019}, url = {http://arxiv.org/abs/1904.03438}, eprinttype = {arXiv}, eprint = {1904.03438}, timestamp = {Wed, 24 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-03438.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-03670, author = {Loren Lugosch and Mirco Ravanelli and Patrick Ignoto and Vikrant Singh Tomar and Yoshua Bengio}, title = {Speech Model Pre-training for End-to-End Spoken Language Understanding}, journal = {CoRR}, volume = {abs/1904.03670}, year = {2019}, url = {http://arxiv.org/abs/1904.03670}, eprinttype = {arXiv}, eprint = {1904.03670}, timestamp = {Fri, 26 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-03670.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-07478, author = {Becks Simpson and Francis Dutil and Yoshua Bengio and Joseph Paul Cohen}, title = {GradMask: Reduce Overfitting by Regularizing Saliency}, journal = {CoRR}, volume = {abs/1904.07478}, year = {2019}, url = {http://arxiv.org/abs/1904.07478}, eprinttype = {arXiv}, eprint = {1904.07478}, timestamp = {Thu, 25 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-07478.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-09708, author = {Jake Russin and Jason Jo and Randall C. O'Reilly and Yoshua Bengio}, title = {Compositional generalization in a deep seq2seq model by separating syntax and semantics}, journal = {CoRR}, volume = {abs/1904.09708}, year = {2019}, url = {http://arxiv.org/abs/1904.09708}, eprinttype = {arXiv}, eprint = {1904.09708}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-09708.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-03709, author = {Victor Schmidt and Alexandra Luccioni and S. Karthik Mukkavilli and Narmada Balasooriya and Kris Sankaran and Jennifer T. Chayes and Yoshua Bengio}, title = {Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks}, journal = {CoRR}, volume = {abs/1905.03709}, year = {2019}, url = {http://arxiv.org/abs/1905.03709}, eprinttype = {arXiv}, eprint = {1905.03709}, timestamp = {Wed, 09 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-03709.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-06214, author = {Meng Qu and Yoshua Bengio and Jian Tang}, title = {{GMNN:} Graph Markov Neural Networks}, journal = {CoRR}, volume = {abs/1905.06214}, year = {2019}, url = {http://arxiv.org/abs/1905.06214}, eprinttype = {arXiv}, eprint = {1905.06214}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-06214.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-09334, author = {Jonathan Binas and Sherjil Ozair and Yoshua Bengio}, title = {The Journey is the Reward: Unsupervised Learning of Influential Trajectories}, journal = {CoRR}, volume = {abs/1905.09334}, year = {2019}, url = {http://arxiv.org/abs/1905.09334}, eprinttype = {arXiv}, eprint = {1905.09334}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-09334.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-10437, author = {Boris N. Oreshkin and Dmitri Carpov and Nicolas Chapados and Yoshua Bengio}, title = {{N-BEATS:} Neural basis expansion analysis for interpretable time series forecasting}, journal = {CoRR}, volume = {abs/1905.10437}, year = {2019}, url = {http://arxiv.org/abs/1905.10437}, eprinttype = {arXiv}, eprint = {1905.10437}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-10437.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-11382, author = {Alex Lamb and Jonathan Binas and Anirudh Goyal and Sandeep Subramanian and Ioannis Mitliagkas and Denis Kazakov and Yoshua Bengio and Michael C. Mozer}, title = {State-Reification Networks: Improving Generalization by Modeling the Distribution of Hidden Representations}, journal = {CoRR}, volume = {abs/1905.11382}, year = {2019}, url = {http://arxiv.org/abs/1905.11382}, eprinttype = {arXiv}, eprint = {1905.11382}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-11382.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-12080, author = {Giancarlo Kerg and Kyle Goyette and Maximilian Puelma Touzel and Gauthier Gidel and Eugene Vorontsov and Yoshua Bengio and Guillaume Lajoie}, title = {Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics}, journal = {CoRR}, volume = {abs/1905.12080}, year = {2019}, url = {http://arxiv.org/abs/1905.12080}, eprinttype = {arXiv}, eprint = {1905.12080}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-12080.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-12300, author = {Ghouthi Boukli Hacene and Carlos Eduardo Rosar K{\'{o}}s Lassance and Vincent Gripon and Matthieu Courbariaux and Yoshua Bengio}, title = {Attention Based Pruning for Shift Networks}, journal = {CoRR}, volume = {abs/1905.12300}, year = {2019}, url = {http://arxiv.org/abs/1905.12300}, eprinttype = {arXiv}, eprint = {1905.12300}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-12300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-13633, author = {Maxence Ernoult and Julie Grollier and Damien Querlioz and Yoshua Bengio and Benjamin Scellier}, title = {Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an {RNN} with Static Input}, journal = {CoRR}, volume = {abs/1905.13633}, year = {2019}, url = {http://arxiv.org/abs/1905.13633}, eprinttype = {arXiv}, eprint = {1905.13633}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-13633.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-01603, author = {Chinnadhurai Sankar and Sandeep Subramanian and Christopher J. Pal and Sarath Chandar and Yoshua Bengio}, title = {Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study}, journal = {CoRR}, volume = {abs/1906.01603}, year = {2019}, url = {http://arxiv.org/abs/1906.01603}, eprinttype = {arXiv}, eprint = {1906.01603}, timestamp = {Thu, 13 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-01603.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-02341, author = {Devansh Arpit and Victor Campos and Yoshua Bengio}, title = {How to Initialize your Network? Robust Initialization for WeightNorm {\&} ResNets}, journal = {CoRR}, volume = {abs/1906.02341}, year = {2019}, url = {http://arxiv.org/abs/1906.02341}, eprinttype = {arXiv}, eprint = {1906.02341}, timestamp = {Wed, 02 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-02341.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-04355, author = {Shagun Sodhani and Anirudh Goyal and Tristan Deleu and Yoshua Bengio and Sergey Levine and Jian Tang}, title = {Learning Powerful Policies by Using Consistent Dynamics Model}, journal = {CoRR}, volume = {abs/1906.04355}, year = {2019}, url = {http://arxiv.org/abs/1906.04355}, eprinttype = {arXiv}, eprint = {1906.04355}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-04355.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-05433, author = {David Rolnick and Priya L. Donti and Lynn H. Kaack and Kelly Kochanski and Alexandre Lacoste and Kris Sankaran and Andrew Slavin Ross and Nikola Milojevic{-}Dupont and Natasha Jaques and Anna Waldman{-}Brown and Alexandra Luccioni and Tegan Maharaj and Evan D. Sherwin and S. Karthik Mukkavilli and Konrad P. K{\"{o}}rding and Carla P. Gomes and Andrew Y. Ng and Demis Hassabis and John C. Platt and Felix Creutzig and Jennifer T. Chayes and Yoshua Bengio}, title = {Tackling Climate Change with Machine Learning}, journal = {CoRR}, volume = {abs/1906.05433}, year = {2019}, url = {http://arxiv.org/abs/1906.05433}, eprinttype = {arXiv}, eprint = {1906.05433}, timestamp = {Wed, 09 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-05433.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-06635, author = {Min Lin and Jie Fu and Yoshua Bengio}, title = {Conditional Computation for Continual Learning}, journal = {CoRR}, volume = {abs/1906.06635}, year = {2019}, url = {http://arxiv.org/abs/1906.06635}, eprinttype = {arXiv}, eprint = {1906.06635}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-06635.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-06784, author = {Alex Lamb and Vikas Verma and Juho Kannala and Yoshua Bengio}, title = {Interpolated Adversarial Training: Achieving Robust Neural Networks without Sacrificing Accuracy}, journal = {CoRR}, volume = {abs/1906.06784}, year = {2019}, url = {http://arxiv.org/abs/1906.06784}, eprinttype = {arXiv}, eprint = {1906.06784}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-06784.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-07774, author = {Valentin Thomas and Fabian Pedregosa and Bart van Merri{\"{e}}nboer and Pierre{-}Antoine Manzagol and Yoshua Bengio and Nicolas Le Roux}, title = {Information matrices and generalization}, journal = {CoRR}, volume = {abs/1906.07774}, year = {2019}, url = {http://arxiv.org/abs/1906.07774}, eprinttype = {arXiv}, eprint = {1906.07774}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-07774.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-08226, author = {Ankesh Anand and Evan Racah and Sherjil Ozair and Yoshua Bengio and Marc{-}Alexandre C{\^{o}}t{\'{e}} and R. Devon Hjelm}, title = {Unsupervised State Representation Learning in Atari}, journal = {CoRR}, volume = {abs/1906.08226}, year = {2019}, url = {http://arxiv.org/abs/1906.08226}, eprinttype = {arXiv}, eprint = {1906.08226}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-08226.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-10335, author = {Zijun Zhang and Ruixiang Zhang and Zongpeng Li and Yoshua Bengio and Liam Paull}, title = {Perceptual Generative Autoencoders}, journal = {CoRR}, volume = {abs/1906.10335}, year = {2019}, url = {http://arxiv.org/abs/1906.10335}, eprinttype = {arXiv}, eprint = {1906.10335}, timestamp = {Thu, 27 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-10335.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-10667, author = {Anirudh Goyal and Shagun Sodhani and Jonathan Binas and Xue Bin Peng and Sergey Levine and Yoshua Bengio}, title = {Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives}, journal = {CoRR}, volume = {abs/1906.10667}, year = {2019}, url = {http://arxiv.org/abs/1906.10667}, eprinttype = {arXiv}, eprint = {1906.10667}, timestamp = {Thu, 27 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-10667.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-01285, author = {Nasim Rahaman and Steffen Wolf and Anirudh Goyal and Roman Remme and Yoshua Bengio}, title = {Learning the Arrow of Time}, journal = {CoRR}, volume = {abs/1907.01285}, year = {2019}, url = {http://arxiv.org/abs/1907.01285}, eprinttype = {arXiv}, eprint = {1907.01285}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-01285.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-03179, author = {Meng Qu and Jian Tang and Yoshua Bengio}, title = {Weakly-supervised Knowledge Graph Alignment with Adversarial Learning}, journal = {CoRR}, volume = {abs/1907.03179}, year = {2019}, url = {http://arxiv.org/abs/1907.03179}, eprinttype = {arXiv}, eprint = {1907.03179}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-03179.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-06965, author = {Md Mahfuzur Rahman Siddiquee and Zongwei Zhou and Nima Tajbakhsh and Ruibin Feng and Michael B. Gotway and Yoshua Bengio and Jianming Liang}, title = {Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization}, journal = {CoRR}, volume = {abs/1908.06965}, year = {2019}, url = {http://arxiv.org/abs/1908.06965}, eprinttype = {arXiv}, eprint = {1908.06965}, timestamp = {Mon, 26 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-06965.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-10909, author = {Xingdi Yuan and Marc{-}Alexandre C{\^{o}}t{\'{e}} and Jie Fu and Zhouhan Lin and Christopher J. Pal and Yoshua Bengio and Adam Trischler}, title = {Interactive Language Learning by Question Answering}, journal = {CoRR}, volume = {abs/1908.10909}, year = {2019}, url = {http://arxiv.org/abs/1908.10909}, eprinttype = {arXiv}, eprint = {1908.10909}, timestamp = {Wed, 04 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-10909.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-00949, author = {Jordan Hoffmann and Louis Maestrati and Yoshihide Sawada and Jian Tang and Jean Michel D. Sellier and Yoshua Bengio}, title = {Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures}, journal = {CoRR}, volume = {abs/1909.00949}, year = {2019}, url = {http://arxiv.org/abs/1909.00949}, eprinttype = {arXiv}, eprint = {1909.00949}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-00949.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-06576, author = {Tristan Deleu and Tobias W{\"{u}}rfl and Mandana Samiei and Joseph Paul Cohen and Yoshua Bengio}, title = {Torchmeta: {A} Meta-Learning library for PyTorch}, journal = {CoRR}, volume = {abs/1909.06576}, year = {2019}, url = {http://arxiv.org/abs/1909.06576}, eprinttype = {arXiv}, eprint = {1909.06576}, timestamp = {Mon, 23 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-06576.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-10893, author = {Anirudh Goyal and Alex Lamb and Jordan Hoffmann and Shagun Sodhani and Sergey Levine and Yoshua Bengio and Bernhard Sch{\"{o}}lkopf}, title = {Recurrent Independent Mechanisms}, journal = {CoRR}, volume = {abs/1909.10893}, year = {2019}, url = {http://arxiv.org/abs/1909.10893}, eprinttype = {arXiv}, eprint = {1909.10893}, timestamp = {Fri, 27 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-10893.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-11228, author = {David Venuto and L{\'{e}}onard Boussioux and Junhao Wang and Rola Dali and Jhelum Chakravorty and Yoshua Bengio and Doina Precup}, title = {Avoidance Learning Using Observational Reinforcement Learning}, journal = {CoRR}, volume = {abs/1909.11228}, year = {2019}, url = {http://arxiv.org/abs/1909.11228}, eprinttype = {arXiv}, eprint = {1909.11228}, timestamp = {Fri, 27 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-11228.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-11715, author = {Vikas Verma and Meng Qu and Alex Lamb and Yoshua Bengio and Juho Kannala and Jian Tang}, title = {GraphMix: Regularized Training of Graph Neural Networks for Semi-Supervised Learning}, journal = {CoRR}, volume = {abs/1909.11715}, year = {2019}, url = {http://arxiv.org/abs/1909.11715}, eprinttype = {arXiv}, eprint = {1909.11715}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-11715.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-00199, author = {Joseph D. Viviano and Becks Simpson and Francis Dutil and Yoshua Bengio and Joseph Paul Cohen}, title = {Underwhelming Generalization Improvements From Controlling Feature Attribution}, journal = {CoRR}, volume = {abs/1910.00199}, year = {2019}, url = {http://arxiv.org/abs/1910.00199}, eprinttype = {arXiv}, eprint = {1910.00199}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-00199.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-00775, author = {Taesup Kim and Sungjin Ahn and Yoshua Bengio}, title = {Variational Temporal Abstraction}, journal = {CoRR}, volume = {abs/1910.00775}, year = {2019}, url = {http://arxiv.org/abs/1910.00775}, eprinttype = {arXiv}, eprint = {1910.00775}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-00775.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-01075, author = {Nan Rosemary Ke and Olexa Bilaniuk and Anirudh Goyal and Stefan Bauer and Hugo Larochelle and Chris Pal and Yoshua Bengio}, title = {Learning Neural Causal Models from Unknown Interventions}, journal = {CoRR}, volume = {abs/1910.01075}, year = {2019}, url = {http://arxiv.org/abs/1910.01075}, eprinttype = {arXiv}, eprint = {1910.01075}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-01075.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-06711, author = {Kundan Kumar and Rithesh Kumar and Thibault de Boissiere and Lucas Gestin and Wei Zhen Teoh and Jose Sotelo and Alexandre de Br{\'{e}}bisson and Yoshua Bengio and Aaron C. Courville}, title = {MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis}, journal = {CoRR}, volume = {abs/1910.06711}, year = {2019}, url = {http://arxiv.org/abs/1910.06711}, eprinttype = {arXiv}, eprint = {1910.06711}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-06711.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-08922, author = {Yimeng Min and S. Karthik Mukkavilli and Yoshua Bengio}, title = {Predicting ice flow using machine learning}, journal = {CoRR}, volume = {abs/1910.08922}, year = {2019}, url = {http://arxiv.org/abs/1910.08922}, eprinttype = {arXiv}, eprint = {1910.08922}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-08922.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-09570, author = {Shawn Tan and Guillaume Androz and Ahmad Chamseddine and Pierre Fecteau and Aaron C. Courville and Yoshua Bengio and Joseph Paul Cohen}, title = {Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery}, journal = {CoRR}, volume = {abs/1910.09570}, year = {2019}, url = {http://arxiv.org/abs/1910.09570}, eprinttype = {arXiv}, eprint = {1910.09570}, timestamp = {Fri, 25 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-09570.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-10143, author = {Sharon Zhou and Alexandra Luccioni and Gautier Cosne and Michael S. Bernstein and Yoshua Bengio}, title = {Establishing an Evaluation Metric to Quantify Climate Change Image Realism}, journal = {CoRR}, volume = {abs/1910.10143}, year = {2019}, url = {http://arxiv.org/abs/1910.10143}, eprinttype = {arXiv}, eprint = {1910.10143}, timestamp = {Fri, 25 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-10143.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-13540, author = {Samarth Sinha and Han Zhang and Anirudh Goyal and Yoshua Bengio and Hugo Larochelle and Augustus Odena}, title = {Small-GAN: Speeding Up {GAN} Training Using Core-sets}, journal = {CoRR}, volume = {abs/1910.13540}, year = {2019}, url = {http://arxiv.org/abs/1910.13540}, eprinttype = {arXiv}, eprint = {1910.13540}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-13540.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-07421, author = {Tong Che and Xiaofeng Liu and Site Li and Yubin Ge and Ruixiang Zhang and Caiming Xiong and Yoshua Bengio}, title = {Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models}, journal = {CoRR}, volume = {abs/1911.07421}, year = {2019}, url = {http://arxiv.org/abs/1911.07421}, eprinttype = {arXiv}, eprint = {1911.07421}, timestamp = {Fri, 14 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-07421.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-08585, author = {Thomas Mesnard and Ga{\"{e}}tan Vignoud and Jo{\~{a}}o Sacramento and Walter Senn and Yoshua Bengio}, title = {Ghost Units Yield Biologically Plausible Backprop in Deep Neural Networks}, journal = {CoRR}, volume = {abs/1911.08585}, year = {2019}, url = {http://arxiv.org/abs/1911.08585}, eprinttype = {arXiv}, eprint = {1911.08585}, timestamp = {Wed, 04 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-08585.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-00444, author = {Anirudh Srinivasan and Dzmitry Bahdanau and Maxime Chevalier{-}Boisvert and Yoshua Bengio}, title = {Automated curriculum generation for Policy Gradients from Demonstrations}, journal = {CoRR}, volume = {abs/1912.00444}, year = {2019}, url = {http://arxiv.org/abs/1912.00444}, eprinttype = {arXiv}, eprint = {1912.00444}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-00444.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-00957, author = {Jessenia Gonzalez and Debjani Bhowmick and Cesar Beltran and Kris Sankaran and Yoshua Bengio}, title = {Applying Knowledge Transfer for Water Body Segmentation in Peru}, journal = {CoRR}, volume = {abs/1912.00957}, year = {2019}, url = {http://arxiv.org/abs/1912.00957}, eprinttype = {arXiv}, eprint = {1912.00957}, timestamp = {Tue, 07 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-00957.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-02260, author = {Jessica A. F. Thompson and Yoshua Bengio and Marc Sch{\"{o}}nwiesner}, title = {The effect of task and training on intermediate representations in convolutional neural networks revealed with modified {RV} similarity analysis}, journal = {CoRR}, volume = {abs/1912.02260}, year = {2019}, url = {http://arxiv.org/abs/1912.02260}, eprinttype = {arXiv}, eprint = {1912.02260}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-02260.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-05783, author = {Dzmitry Bahdanau and Harm de Vries and Timothy J. O'Donnell and Shikhar Murty and Philippe Beaudoin and Yoshua Bengio and Aaron C. Courville}, title = {{CLOSURE:} Assessing Systematic Generalization of {CLEVR} Models}, journal = {CoRR}, volume = {abs/1912.05783}, year = {2019}, url = {http://arxiv.org/abs/1912.05783}, eprinttype = {arXiv}, eprint = {1912.05783}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-05783.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-06994, author = {ByungIn Yoo and Tristan Sylvain and Yoshua Bengio and Junmo Kim}, title = {Joint Learning of Generative Translator and Classifier for Visually Similar Classes}, journal = {CoRR}, volume = {abs/1912.06994}, year = {2019}, url = {http://arxiv.org/abs/1912.06994}, eprinttype = {arXiv}, eprint = {1912.06994}, timestamp = {Fri, 03 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-06994.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-08112, author = {Yoshua Bengio and Emma Frejinger and Andrea Lodi and Rahul Patel and Sriram Sankaranarayanan}, title = {A learning-based algorithm to quickly compute good primal solutions for Stochastic Integer Programs}, journal = {CoRR}, volume = {abs/1912.08112}, year = {2019}, url = {http://arxiv.org/abs/1912.08112}, eprinttype = {arXiv}, eprint = {1912.08112}, timestamp = {Wed, 08 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-08112.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-11945, author = {Alexandra Luccioni and Yoshua Bengio}, title = {On the Morality of Artificial Intelligence}, journal = {CoRR}, volume = {abs/1912.11945}, year = {2019}, url = {http://arxiv.org/abs/1912.11945}, eprinttype = {arXiv}, eprint = {1912.11945}, timestamp = {Fri, 03 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-11945.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/DerevyankoGBL18, author = {Georgy Derevyanko and Sergei Grudinin and Yoshua Bengio and Guillaume Lamoureux}, title = {Deep convolutional networks for quality assessment of protein folds}, journal = {Bioinform.}, volume = {34}, number = {23}, pages = {4046--4053}, year = {2018}, url = {https://doi.org/10.1093/bioinformatics/bty494}, doi = {10.1093/BIOINFORMATICS/BTY494}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/DerevyankoGBL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ChoiCB18, author = {Heeyoul Choi and Kyunghyun Cho and Yoshua Bengio}, title = {Fine-grained attention mechanism for neural machine translation}, journal = {Neurocomputing}, volume = {284}, pages = {171--176}, year = {2018}, url = {https://doi.org/10.1016/j.neucom.2018.01.007}, doi = {10.1016/J.NEUCOM.2018.01.007}, timestamp = {Mon, 19 Mar 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/ChoiCB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mia/DrozdzalCVSDTRB18, author = {Michal Drozdzal and Gabriel Chartrand and Eugene Vorontsov and Mahsa Shakeri and Lisa Di{-}Jorio and An Tang and Adriana Romero and Yoshua Bengio and Chris Pal and Samuel Kadoury}, title = {Learning normalized inputs for iterative estimation in medical image segmentation}, journal = {Medical Image Anal.}, volume = {44}, pages = {1--13}, year = {2018}, url = {https://doi.org/10.1016/j.media.2017.11.005}, doi = {10.1016/J.MEDIA.2017.11.005}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mia/DrozdzalCVSDTRB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/GulcehreCCB18, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Sarath Chandar and Kyunghyun Cho and Yoshua Bengio}, title = {Dynamic Neural Turing Machine with Continuous and Discrete Addressing Schemes}, journal = {Neural Comput.}, volume = {30}, number = {4}, year = {2018}, url = {https://doi.org/10.1162/neco\_a\_01060}, doi = {10.1162/NECO\_A\_01060}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/GulcehreCCB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZhangYZLB18, author = {Xu{-}Yao Zhang and Fei Yin and Yan{-}Ming Zhang and Cheng{-}Lin Liu and Yoshua Bengio}, title = {Drawing and Recognizing Chinese Characters with Recurrent Neural Network}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {40}, number = {4}, pages = {849--862}, year = {2018}, url = {https://doi.org/10.1109/TPAMI.2017.2695539}, doi = {10.1109/TPAMI.2017.2695539}, timestamp = {Tue, 16 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/ZhangYZLB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tetci/RavanelliBOB18, author = {Mirco Ravanelli and Philemon Brakel and Maurizio Omologo and Yoshua Bengio}, title = {Light Gated Recurrent Units for Speech Recognition}, journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.}, volume = {2}, number = {2}, pages = {92--102}, year = {2018}, url = {https://doi.org/10.1109/TETCI.2017.2762739}, doi = {10.1109/TETCI.2017.2762739}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tetci/RavanelliBOB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/JingGPSTSB18, author = {Li Jing and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and John Peurifoy and Yichen Shen and Max Tegmark and Marin Soljacic and Yoshua Bengio}, title = {Gated Orthogonal Recurrent Units: On Learning to Forget}, booktitle = {The Workshops of the The Thirty-Second {AAAI} Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018}, series = {{AAAI} Technical Report}, volume = {{WS-18}}, pages = {720--726}, publisher = {{AAAI} Press}, year = {2018}, url = {https://aaai.org/ocs/index.php/WS/AAAIW18/paper/view/16901}, timestamp = {Mon, 04 Sep 2023 16:46:41 +0200}, biburl = {https://dblp.org/rec/conf/aaai/JingGPSTSB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/SubramanianWYZT18, author = {Sandeep Subramanian and Tong Wang and Xingdi Yuan and Saizheng Zhang and Adam Trischler and Yoshua Bengio}, editor = {Eunsol Choi and Minjoon Seo and Danqi Chen and Robin Jia and Jonathan Berant}, title = {Neural Models for Key Phrase Extraction and Question Generation}, booktitle = {Proceedings of the Workshop on Machine Reading for Question Answering@ACL 2018, Melbourne, Australia, July 19, 2018}, pages = {78--88}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://aclanthology.org/W18-2609/}, doi = {10.18653/V1/W18-2609}, timestamp = {Thu, 14 Dec 2023 18:03:42 +0100}, biburl = {https://dblp.org/rec/conf/acl/SubramanianWYZT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/BengioSCJLS18, author = {Yikang Shen and Zhouhan Lin and Athul Paul Jacob and Alessandro Sordoni and Aaron C. Courville and Yoshua Bengio}, editor = {Iryna Gurevych and Yusuke Miyao}, title = {Straight to the Tree: Constituency Parsing with Neural Syntactic Distance}, booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers}, pages = {1171--1180}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://aclanthology.org/P18-1108/}, doi = {10.18653/V1/P18-1108}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/BengioSCJLS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/CasanovaCDRB18, author = {Arantxa Casanova and Guillem Cucurull and Michal Drozdzal and Adriana Romero and Yoshua Bengio}, title = {On the Iterative Refinement of Densely Connected Representation Levels for Semantic Segmentation}, booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22, 2018}, pages = {978--987}, publisher = {Computer Vision Foundation / {IEEE} Computer Society}, year = {2018}, url = {http://openaccess.thecvf.com/content\_cvpr\_2018\_workshops/w14/html/Casanova\_On\_the\_Iterative\_CVPR\_2018\_paper.html}, doi = {10.1109/CVPRW.2018.00144}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/CasanovaCDRB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/Yang0ZBCSM18, author = {Zhilin Yang and Peng Qi and Saizheng Zhang and Yoshua Bengio and William W. Cohen and Ruslan Salakhutdinov and Christopher D. Manning}, editor = {Ellen Riloff and David Chiang and Julia Hockenmaier and Jun'ichi Tsujii}, title = {HotpotQA: {A} Dataset for Diverse, Explainable Multi-hop Question Answering}, booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018}, pages = {2369--2380}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/d18-1259}, doi = {10.18653/V1/D18-1259}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/Yang0ZBCSM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/JastrzebskiKABF18, author = {Stanislaw Jastrzebski and Zachary Kenton and Devansh Arpit and Nicolas Ballas and Asja Fischer and Yoshua Bengio and Amos J. Storkey}, editor = {Vera Kurkov{\'{a}} and Yannis Manolopoulos and Barbara Hammer and Lazaros S. Iliadis and Ilias Maglogiannis}, title = {Width of Minima Reached by Stochastic Gradient Descent is Influenced by Learning Rate to Batch Size Ratio}, booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {11141}, pages = {392--402}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-01424-7\_39}, doi = {10.1007/978-3-030-01424-7\_39}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icann/JastrzebskiKABF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MimilakisDSSVB18, author = {Stylianos Ioannis Mimilakis and Konstantinos Drossos and Jo{\~{a}}o Felipe Santos and Gerald Schuller and Tuomas Virtanen and Yoshua Bengio}, title = {Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {721--725}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8461822}, doi = {10.1109/ICASSP.2018.8461822}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/MimilakisDSSVB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SongCKB18, author = {Inchul Song and Junyoung Chung and Taesup Kim and Yoshua Bengio}, title = {Dynamic Frame Skipping for Fast Speech Recognition in Recurrent Neural Network Based Acoustic Models}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {4984--4988}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8462615}, doi = {10.1109/ICASSP.2018.8462615}, timestamp = {Tue, 18 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/SongCKB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/SerdyukWFKLB18, author = {Dmitriy Serdyuk and Yongqiang Wang and Christian Fuegen and Anuj Kumar and Baiyang Liu and Yoshua Bengio}, title = {Towards End-to-end Spoken Language Understanding}, booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018}, pages = {5754--5758}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICASSP.2018.8461785}, doi = {10.1109/ICASSP.2018.8461785}, timestamp = {Wed, 02 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/SerdyukWFKLB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HjelmJTCCB18, author = {R. Devon Hjelm and Athul Paul Jacob and Adam Trischler and Gerry Che and Kyunghyun Cho and Yoshua Bengio}, title = {Boundary Seeking GANs}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=rkTS8lZAb}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HjelmJTCCB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/JastrzebskiABVC18, author = {Stanislaw Jastrzebski and Devansh Arpit and Nicolas Ballas and Vikas Verma and Tong Che and Yoshua Bengio}, title = {Residual Connections Encourage Iterative Inference}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=SJa9iHgAZ}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/JastrzebskiABVC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/JastrzebskiKABF18, author = {Stanislaw Jastrzebski and Zachary Kenton and Devansh Arpit and Nicolas Ballas and Asja Fischer and Yoshua Bengio and Amos J. Storkey}, title = {Finding Flatter Minima with {SGD}}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=r1VF9dCUG}, timestamp = {Thu, 04 Apr 2019 13:20:09 +0200}, biburl = {https://dblp.org/rec/conf/iclr/JastrzebskiKABF18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KahouMAKTB18, author = {Samira Ebrahimi Kahou and Vincent Michalski and Adam Atkinson and {\'{A}}kos K{\'{a}}d{\'{a}}r and Adam Trischler and Yoshua Bengio}, title = {FigureQA: An Annotated Figure Dataset for Visual Reasoning}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=H1mz0OyDz}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KahouMAKTB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MaWB18, author = {Chen Ma and Junfeng Wen and Yoshua Bengio}, title = {Universal Successor Representations for Transfer Reinforcement Learning}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=HJ\_CpYyDz}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MaWB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ScellierGBMB18, author = {Benjamin Scellier and Anirudh Goyal and Jonathan Binas and Thomas Mesnard and Yoshua Bengio}, title = {Extending the Framework of Equilibrium Propagation to General Dynamics}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=BJ5V4ICIG}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ScellierGBMB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SerdyukKSTPB18, author = {Dmitriy Serdyuk and Nan Rosemary Ke and Alessandro Sordoni and Adam Trischler and Chris Pal and Yoshua Bengio}, title = {Twin Networks: Matching the Future for Sequence Generation}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=BydLzGb0Z}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SerdyukKSTPB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SharmaSMKB18, author = {Shikhar Sharma and Dendi Suhubdy and Vincent Michalski and Samira Ebrahimi Kahou and Yoshua Bengio}, title = {ChatPainter: Improving Text to Image Generation using Dialogue}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=rJsnEYJwG}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SharmaSMKB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SubramanianTBP18, author = {Sandeep Subramanian and Adam Trischler and Yoshua Bengio and Christopher J. Pal}, title = {Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=B18WgG-CZ}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SubramanianTBP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/TrabelsiBZSSSMR18, author = {Chiheb Trabelsi and Olexa Bilaniuk and Ying Zhang and Dmitriy Serdyuk and Sandeep Subramanian and Jo{\~{a}}o Felipe Santos and Soroush Mehri and Negar Rostamzadeh and Yoshua Bengio and Christopher J. Pal}, title = {Deep Complex Networks}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=H1T2hmZAb}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/TrabelsiBZSSSMR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/VelickovicCCRLB18, author = {Petar Velickovic and Guillem Cucurull and Arantxa Casanova and Adriana Romero and Pietro Li{\`{o}} and Yoshua Bengio}, title = {Graph Attention Networks}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=rJXMpikCZ}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/VelickovicCCRLB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZolnaASB18, author = {Konrad Zolna and Devansh Arpit and Dendi Suhubdy and Yoshua Bengio}, title = {Fraternal Dropout}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=SJyVzQ-C-}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZolnaASB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BelghaziBROBHC18, author = {Mohamed Ishmael Belghazi and Aristide Baratin and Sai Rajeswar and Sherjil Ozair and Yoshua Bengio and R. Devon Hjelm and Aaron C. Courville}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Mutual Information Neural Estimation}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {530--539}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/belghazi18a.html}, timestamp = {Sat, 28 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/BelghaziBROBHC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KeZSLTBPCP18, author = {Nan Rosemary Ke and Konrad Zolna and Alessandro Sordoni and Zhouhan Lin and Adam Trischler and Yoshua Bengio and Joelle Pineau and Laurent Charlin and Christopher J. Pal}, editor = {Jennifer G. Dy and Andreas Krause}, title = {Focused Hierarchical RNNs for Conditional Sequence Processing}, booktitle = {Proceedings of the 35th International Conference on Machine Learning, {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July 10-15, 2018}, series = {Proceedings of Machine Learning Research}, volume = {80}, pages = {2559--2568}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v80/ke18a.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KeZSLTBPCP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/DrossosMSSVB18, author = {Konstantinos Drossos and Stylianos Ioannis Mimilakis and Dmitriy Serdyuk and Gerald Schuller and Tuomas Virtanen and Yoshua Bengio}, title = {MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation}, booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018, Rio de Janeiro, Brazil, July 8-13, 2018}, pages = {1--8}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/IJCNN.2018.8489565}, doi = {10.1109/IJCNN.2018.8489565}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/DrossosMSSVB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/ParcolletZMTLMB18, author = {Titouan Parcollet and Ying Zhang and Mohamed Morchid and Chiheb Trabelsi and Georges Linar{\`{e}}s and Renato de Mori and Yoshua Bengio}, editor = {B. Yegnanarayana}, title = {Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition}, booktitle = {Interspeech 2018, 19th Annual Conference of the International Speech Communication Association, Hyderabad, India, 2-6 September 2018}, pages = {22--26}, publisher = {{ISCA}}, year = {2018}, url = {https://doi.org/10.21437/Interspeech.2018-1898}, doi = {10.21437/INTERSPEECH.2018-1898}, timestamp = {Fri, 21 May 2021 08:16:43 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/ParcolletZMTLMB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/RavanelliSB18, author = {Mirco Ravanelli and Dmitriy Serdyuk and Yoshua Bengio}, editor = {B. Yegnanarayana}, title = {Twin Regularization for Online Speech Recognition}, booktitle = {Interspeech 2018, 19th Annual Conference of the International Speech Communication Association, Hyderabad, India, 2-6 September 2018}, pages = {3718--3722}, publisher = {{ISCA}}, year = {2018}, url = {https://doi.org/10.21437/Interspeech.2018-1407}, doi = {10.21437/INTERSPEECH.2018-1407}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/interspeech/RavanelliSB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Gonzalez-Garcia18, author = {Abel Gonzalez{-}Garcia and Joost van de Weijer and Yoshua Bengio}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Image-to-image translation for cross-domain disentanglement}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {1294--1305}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/dc6a70712a252123c40d2adba6a11d84-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Gonzalez-Garcia18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhangCGBS18, author = {Ruixiang Zhang and Tong Che and Zoubin Ghahramani and Yoshua Bengio and Yangqiu Song}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {MetaGAN: An Adversarial Approach to Few-Shot Learning}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {2371--2380}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/4e4e53aa080247bc31d0eb4e7aeb07a0-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ZhangCGBS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YoonKDKBA18, author = {Jaesik Yoon and Taesup Kim and Ousmane Dia and Sungwoong Kim and Yoshua Bengio and Sungjin Ahn}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Bayesian Model-Agnostic Meta-Learning}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {7343--7353}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/e1021d43911ca2c1845910d84f40aeae-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YoonKDKBA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KeGBBMPB18, author = {Nan Rosemary Ke and Anirudh Goyal and Olexa Bilaniuk and Jonathan Binas and Michael C. Mozer and Chris Pal and Yoshua Bengio}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {7651--7662}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/e16e74a63567ecb44ade5c87002bb1d9-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/KeGBBMPB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SacramentoCBS18, author = {Jo{\~{a}}o Sacramento and Rui Ponte Costa and Yoshua Bengio and Walter Senn}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Dendritic cortical microcircuits approximate the backpropagation algorithm}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {8735--8746}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/1dc3a89d0d440ba31729b0ba74b93a33-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SacramentoCBS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rep4nlp/JacobLSB18, author = {Athul Paul Jacob and Zhouhan Lin and Alessandro Sordoni and Yoshua Bengio}, editor = {Isabelle Augenstein and Kris Cao and He He and Felix Hill and Spandana Gella and Jamie Kiros and Hongyuan Mei and Dipendra Misra}, title = {Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences}, booktitle = {Proceedings of The Third Workshop on Representation Learning for NLP, Rep4NLP@ACL 2018, Melbourne, Australia, July 20, 2018}, pages = {154--158}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://doi.org/10.18653/v1/w18-3020}, doi = {10.18653/V1/W18-3020}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rep4nlp/JacobLSB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slt/RavanelliB18, author = {Mirco Ravanelli and Yoshua Bengio}, title = {Speaker Recognition from Raw Waveform with SincNet}, booktitle = {2018 {IEEE} Spoken Language Technology Workshop, {SLT} 2018, Athens, Greece, December 18-21, 2018}, pages = {1021--1028}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/SLT.2018.8639585}, doi = {10.1109/SLT.2018.8639585}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/slt/RavanelliB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-00062, author = {Jo{\~{a}}o Sacramento and Rui Ponte Costa and Yoshua Bengio and Walter Senn}, title = {Dendritic error backpropagation in deep cortical microcircuits}, journal = {CoRR}, volume = {abs/1801.00062}, year = {2018}, url = {http://arxiv.org/abs/1801.00062}, eprinttype = {arXiv}, eprint = {1801.00062}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-00062.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-01442, author = {Rithesh Kumar and Jose Sotelo and Kundan Kumar and Alexandre de Br{\'{e}}bisson and Yoshua Bengio}, title = {ObamaNet: Photo-realistic lip-sync from text}, journal = {CoRR}, volume = {abs/1801.01442}, year = {2018}, url = {http://arxiv.org/abs/1801.01442}, eprinttype = {arXiv}, eprint = {1801.01442}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-01442.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-04055, author = {Akram Erraqabi and Aristide Baratin and Yoshua Bengio and Simon Lacoste{-}Julien}, title = {{A3T:} Adversarially Augmented Adversarial Training}, journal = {CoRR}, volume = {abs/1801.04055}, year = {2018}, url = {http://arxiv.org/abs/1801.04055}, eprinttype = {arXiv}, eprint = {1801.04055}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-04055.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-06700, author = {Iulian Vlad Serban and Chinnadhurai Sankar and Mathieu Germain and Saizheng Zhang and Zhouhan Lin and Sandeep Subramanian and Taesup Kim and Michael Pieper and Sarath Chandar and Nan Rosemary Ke and Sai Rajeswar and Alexandre de Br{\'{e}}bisson and Jose M. R. Sotelo and Dendi Suhubdy and Vincent Michalski and Alexandre Nguyen and Joelle Pineau and Yoshua Bengio}, title = {A Deep Reinforcement Learning Chatbot (Short Version)}, journal = {CoRR}, volume = {abs/1801.06700}, year = {2018}, url = {http://arxiv.org/abs/1801.06700}, eprinttype = {arXiv}, eprint = {1801.06700}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-06700.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-00300, author = {Konstantinos Drossos and Stylianos Ioannis Mimilakis and Dmitriy Serdyuk and Gerald Schuller and Tuomas Virtanen and Yoshua Bengio}, title = {MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation}, journal = {CoRR}, volume = {abs/1802.00300}, year = {2018}, url = {http://arxiv.org/abs/1802.00300}, eprinttype = {arXiv}, eprint = {1802.00300}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-00300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-07426, author = {Kenji Kawaguchi and Yoshua Bengio}, title = {Generalization in Machine Learning via Analytical Learning Theory}, journal = {CoRR}, volume = {abs/1802.07426}, year = {2018}, url = {http://arxiv.org/abs/1802.07426}, eprinttype = {arXiv}, eprint = {1802.07426}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-07426.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-08216, author = {Shikhar Sharma and Dendi Suhubdy and Vincent Michalski and Samira Ebrahimi Kahou and Yoshua Bengio}, title = {ChatPainter: Improving Text to Image Generation using Dialogue}, journal = {CoRR}, volume = {abs/1802.08216}, year = {2018}, url = {http://arxiv.org/abs/1802.08216}, eprinttype = {arXiv}, eprint = {1802.08216}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-08216.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-08395, author = {Dmitriy Serdyuk and Yongqiang Wang and Christian Fuegen and Anuj Kumar and Baiyang Liu and Yoshua Bengio}, title = {Towards end-to-end spoken language understanding}, journal = {CoRR}, volume = {abs/1802.08395}, year = {2018}, url = {http://arxiv.org/abs/1802.08395}, eprinttype = {arXiv}, eprint = {1802.08395}, timestamp = {Wed, 02 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-08395.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-08770, author = {Chen Xing and Devansh Arpit and Christos Tsirigotis and Yoshua Bengio}, title = {A Walk with {SGD}}, journal = {CoRR}, volume = {abs/1802.08770}, year = {2018}, url = {http://arxiv.org/abs/1802.08770}, eprinttype = {arXiv}, eprint = {1802.08770}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-08770.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-09386, author = {Cl{\'{e}}ment Feutry and Pablo Piantanida and Yoshua Bengio and Pierre Duhamel}, title = {Learning Anonymized Representations with Adversarial Neural Networks}, journal = {CoRR}, volume = {abs/1802.09386}, year = {2018}, url = {http://arxiv.org/abs/1802.09386}, eprinttype = {arXiv}, eprint = {1802.09386}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-09386.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-09484, author = {Valentin Thomas and Emmanuel Bengio and William Fedus and Jules Pondard and Philippe Beaudoin and Hugo Larochelle and Joelle Pineau and Doina Precup and Yoshua Bengio}, title = {Disentangling the independently controllable factors of variation by interacting with the world}, journal = {CoRR}, volume = {abs/1802.09484}, year = {2018}, url = {http://arxiv.org/abs/1802.09484}, eprinttype = {arXiv}, eprint = {1802.09484}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-09484.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-10225, author = {Mirco Ravanelli and Philemon Brakel and Maurizio Omologo and Yoshua Bengio}, title = {Light Gated Recurrent Units for Speech Recognition}, journal = {CoRR}, volume = {abs/1803.10225}, year = {2018}, url = {http://arxiv.org/abs/1803.10225}, eprinttype = {arXiv}, eprint = {1803.10225}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-10225.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-11407, author = {Heeyoul Choi and Kyunghyun Cho and Yoshua Bengio}, title = {Fine-Grained Attention Mechanism for Neural Machine Translation}, journal = {CoRR}, volume = {abs/1803.11407}, year = {2018}, url = {http://arxiv.org/abs/1803.11407}, eprinttype = {arXiv}, eprint = {1803.11407}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-11407.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-00079, author = {Sandeep Subramanian and Adam Trischler and Yoshua Bengio and Christopher J. Pal}, title = {Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning}, journal = {CoRR}, volume = {abs/1804.00079}, year = {2018}, url = {http://arxiv.org/abs/1804.00079}, eprinttype = {arXiv}, eprint = {1804.00079}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-00079.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-00379, author = {Anirudh Goyal and Philemon Brakel and William Fedus and Timothy P. Lillicrap and Sergey Levine and Hugo Larochelle and Yoshua Bengio}, title = {Recall Traces: Backtracking Models for Efficient Reinforcement Learning}, journal = {CoRR}, volume = {abs/1804.00379}, year = {2018}, url = {http://arxiv.org/abs/1804.00379}, eprinttype = {arXiv}, eprint = {1804.00379}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-00379.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-02485, author = {Alex Lamb and Jonathan Binas and Anirudh Goyal and Dmitriy Serdyuk and Sandeep Subramanian and Ioannis Mitliagkas and Yoshua Bengio}, title = {Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations}, journal = {CoRR}, volume = {abs/1804.02485}, year = {2018}, url = {http://arxiv.org/abs/1804.02485}, eprinttype = {arXiv}, eprint = {1804.02485}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-02485.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-03758, author = {Chen Ma and Junfeng Wen and Yoshua Bengio}, title = {Universal Successor Representations for Transfer Reinforcement Learning}, journal = {CoRR}, volume = {abs/1804.03758}, year = {2018}, url = {http://arxiv.org/abs/1804.03758}, eprinttype = {arXiv}, eprint = {1804.03758}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-03758.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-05374, author = {Mirco Ravanelli and Dmitriy Serdyuk and Yoshua Bengio}, title = {Twin Regularization for online speech recognition}, journal = {CoRR}, volume = {abs/1804.05374}, year = {2018}, url = {http://arxiv.org/abs/1804.05374}, eprinttype = {arXiv}, eprint = {1804.05374}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-05374.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-09259, author = {Stanislaw Jastrzebski and Dzmitry Bahdanau and Seyedarian Hosseini and Michael Noukhovitch and Yoshua Bengio and Jackie Chi Kit Cheung}, title = {Commonsense mining as knowledge base completion? {A} study on the impact of novelty}, journal = {CoRR}, volume = {abs/1804.09259}, year = {2018}, url = {http://arxiv.org/abs/1804.09259}, eprinttype = {arXiv}, eprint = {1804.09259}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-09259.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-10727, author = {Jonathan Binas and Yoshua Bengio}, title = {Low-memory convolutional neural networks through incremental depth-first processing}, journal = {CoRR}, volume = {abs/1804.10727}, year = {2018}, url = {http://arxiv.org/abs/1804.10727}, eprinttype = {arXiv}, eprint = {1804.10727}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-10727.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-11332, author = {Arantxa Casanova and Guillem Cucurull and Michal Drozdzal and Adriana Romero and Yoshua Bengio}, title = {On the iterative refinement of densely connected representation levels for semantic segmentation}, journal = {CoRR}, volume = {abs/1804.11332}, year = {2018}, url = {http://arxiv.org/abs/1804.11332}, eprinttype = {arXiv}, eprint = {1804.11332}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-11332.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-09730, author = {Abel Gonzalez{-}Garcia and Joost van de Weijer and Yoshua Bengio}, title = {Image-to-image translation for cross-domain disentanglement}, journal = {CoRR}, volume = {abs/1805.09730}, year = {2018}, url = {http://arxiv.org/abs/1805.09730}, eprinttype = {arXiv}, eprint = {1805.09730}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-09730.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-01984, author = {Margaux Luck and Tristan Sylvain and Joseph Paul Cohen and H{\'{e}}lo{\"{\i}}se Cardinal and Andrea Lodi and Yoshua Bengio}, title = {Learning to rank for censored survival data}, journal = {CoRR}, volume = {abs/1806.01984}, year = {2018}, url = {http://arxiv.org/abs/1806.01984}, eprinttype = {arXiv}, eprint = {1806.01984}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-01984.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-03836, author = {Taesup Kim and Jaesik Yoon and Ousmane Dia and Sungwoong Kim and Yoshua Bengio and Sungjin Ahn}, title = {Bayesian Model-Agnostic Meta-Learning}, journal = {CoRR}, volume = {abs/1806.03836}, year = {2018}, url = {http://arxiv.org/abs/1806.03836}, eprinttype = {arXiv}, eprint = {1806.03836}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-03836.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-04168, author = {Yikang Shen and Zhouhan Lin and Athul Paul Jacob and Alessandro Sordoni and Aaron C. Courville and Yoshua Bengio}, title = {Straight to the Tree: Constituency Parsing with Neural Syntactic Distance}, journal = {CoRR}, volume = {abs/1806.04168}, year = {2018}, url = {http://arxiv.org/abs/1806.04168}, eprinttype = {arXiv}, eprint = {1806.04168}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-04168.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-04342, author = {Nan Rosemary Ke and Konrad Zolna and Alessandro Sordoni and Zhouhan Lin and Adam Trischler and Yoshua Bengio and Joelle Pineau and Laurent Charlin and Chris Pal}, title = {Focused Hierarchical RNNs for Conditional Sequence Processing}, journal = {CoRR}, volume = {abs/1806.04342}, year = {2018}, url = {http://arxiv.org/abs/1806.04342}, eprinttype = {arXiv}, eprint = {1806.04342}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-04342.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-04418, author = {Titouan Parcollet and Mirco Ravanelli and Mohamed Morchid and Georges Linar{\`{e}}s and Chiheb Trabelsi and Renato De Mori and Yoshua Bengio}, title = {Quaternion Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1806.04418}, year = {2018}, url = {http://arxiv.org/abs/1806.04418}, eprinttype = {arXiv}, eprint = {1806.04418}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-04418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-05236, author = {Vikas Verma and Alex Lamb and Christopher Beckham and Aaron C. Courville and Ioannis Mitliagkas and Yoshua Bengio}, title = {Manifold Mixup: Encouraging Meaningful On-Manifold Interpolation as a Regularizer}, journal = {CoRR}, volume = {abs/1806.05236}, year = {2018}, url = {http://arxiv.org/abs/1806.05236}, eprinttype = {arXiv}, eprint = {1806.05236}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-05236.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-06765, author = {Jason Jo and Vikas Verma and Yoshua Bengio}, title = {Modularity Matters: Learning Invariant Relational Reasoning Tasks}, journal = {CoRR}, volume = {abs/1806.06765}, year = {2018}, url = {http://arxiv.org/abs/1806.06765}, eprinttype = {arXiv}, eprint = {1806.06765}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-06765.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-06975, author = {Francis Dutil and Joseph Paul Cohen and Martin Weiss and Georgy Derevyanko and Yoshua Bengio}, title = {Towards Gene Expression Convolutions using Gene Interaction Graphs}, journal = {CoRR}, volume = {abs/1806.06975}, year = {2018}, url = {http://arxiv.org/abs/1806.06975}, eprinttype = {arXiv}, eprint = {1806.06975}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-06975.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-07789, author = {Titouan Parcollet and Ying Zhang and Mohamed Morchid and Chiheb Trabelsi and Georges Linar{\`{e}}s and Renato De Mori and Yoshua Bengio}, title = {Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition}, journal = {CoRR}, volume = {abs/1806.07789}, year = {2018}, url = {http://arxiv.org/abs/1806.07789}, eprinttype = {arXiv}, eprint = {1806.07789}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-07789.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-08734, author = {Nasim Rahaman and Devansh Arpit and Aristide Baratin and Felix Draxler and Min Lin and Fred A. Hamprecht and Yoshua Bengio and Aaron C. Courville}, title = {On the Spectral Bias of Deep Neural Networks}, journal = {CoRR}, volume = {abs/1806.08734}, year = {2018}, url = {http://arxiv.org/abs/1806.08734}, eprinttype = {arXiv}, eprint = {1806.08734}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-08734.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-04723, author = {Iulian Vlad Serban and Chinnadhurai Sankar and Michael Pieper and Joelle Pineau and Yoshua Bengio}, title = {The Bottleneck Simulator: {A} Model-based Deep Reinforcement Learning Approach}, journal = {CoRR}, volume = {abs/1807.04723}, year = {2018}, url = {http://arxiv.org/abs/1807.04723}, eprinttype = {arXiv}, eprint = {1807.04723}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-04723.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-05031, author = {Stanislaw Jastrzebski and Zachary Kenton and Nicolas Ballas and Asja Fischer and Yoshua Bengio and Amos J. Storkey}, title = {DNN's Sharpest Directions Along the {SGD} Trajectory}, journal = {CoRR}, volume = {abs/1807.05031}, year = {2018}, url = {http://arxiv.org/abs/1807.05031}, eprinttype = {arXiv}, eprint = {1807.05031}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-05031.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-11876, author = {Eric Larsen and S{\'{e}}bastien Lachapelle and Yoshua Bengio and Emma Frejinger and Simon Lacoste{-}Julien and Andrea Lodi}, title = {Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning}, journal = {CoRR}, volume = {abs/1807.11876}, year = {2018}, url = {http://arxiv.org/abs/1807.11876}, eprinttype = {arXiv}, eprint = {1807.11876}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-11876.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-00158, author = {Mirco Ravanelli and Yoshua Bengio}, title = {Speaker Recognition from raw waveform with SincNet}, journal = {CoRR}, volume = {abs/1808.00158}, year = {2018}, url = {http://arxiv.org/abs/1808.00158}, eprinttype = {arXiv}, eprint = {1808.00158}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-00158.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-04873, author = {Benjamin Scellier and Anirudh Goyal and Jonathan Binas and Thomas Mesnard and Yoshua Bengio}, title = {Generalization of Equilibrium Propagation to Vector Field Dynamics}, journal = {CoRR}, volume = {abs/1808.04873}, year = {2018}, url = {http://arxiv.org/abs/1808.04873}, eprinttype = {arXiv}, eprint = {1808.04873}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-04873.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-06670, author = {R. Devon Hjelm and Alex Fedorov and Samuel Lavoie{-}Marchildon and Karan Grewal and Adam Trischler and Yoshua Bengio}, title = {Learning deep representations by mutual information estimation and maximization}, journal = {CoRR}, volume = {abs/1808.06670}, year = {2018}, url = {http://arxiv.org/abs/1808.06670}, eprinttype = {arXiv}, eprint = {1808.06670}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-06670.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-03702, author = {Nan Rosemary Ke and Anirudh Goyal and Olexa Bilaniuk and Jonathan Binas and Michael C. Mozer and Chris Pal and Yoshua Bengio}, title = {Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding}, journal = {CoRR}, volume = {abs/1809.03702}, year = {2018}, url = {http://arxiv.org/abs/1809.03702}, eprinttype = {arXiv}, eprint = {1809.03702}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-03702.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-04506, author = {Vincent Fran{\c{c}}ois{-}Lavet and Yoshua Bengio and Doina Precup and Joelle Pineau}, title = {Combined Reinforcement Learning via Abstract Representations}, journal = {CoRR}, volume = {abs/1809.04506}, year = {2018}, url = {http://arxiv.org/abs/1809.04506}, eprinttype = {arXiv}, eprint = {1809.04506}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-04506.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-06848, author = {Remi Tachet des Combes and Mohammad Pezeshki and Samira Shabanian and Aaron C. Courville and Yoshua Bengio}, title = {On the Learning Dynamics of Deep Neural Networks}, journal = {CoRR}, volume = {abs/1809.06848}, year = {2018}, url = {http://arxiv.org/abs/1809.06848}, eprinttype = {arXiv}, eprint = {1809.06848}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-06848.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-09600, author = {Zhilin Yang and Peng Qi and Saizheng Zhang and Yoshua Bengio and William W. Cohen and Ruslan Salakhutdinov and Christopher D. Manning}, title = {HotpotQA: {A} Dataset for Diverse, Explainable Multi-hop Question Answering}, journal = {CoRR}, volume = {abs/1809.09600}, year = {2018}, url = {http://arxiv.org/abs/1809.09600}, eprinttype = {arXiv}, eprint = {1809.09600}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-09600.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-10341, author = {Petar Velickovic and William Fedus and William L. Hamilton and Pietro Li{\`{o}} and Yoshua Bengio and R. Devon Hjelm}, title = {Deep Graph Infomax}, journal = {CoRR}, volume = {abs/1809.10341}, year = {2018}, url = {http://arxiv.org/abs/1809.10341}, eprinttype = {arXiv}, eprint = {1809.10341}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-10341.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-00045, author = {Ali Farshchian and Juan Alvaro Gallego and Joseph Paul Cohen and Yoshua Bengio and Lee E. Miller and Sara A. Solla}, title = {Adversarial Domain Adaptation for Stable Brain-Machine Interfaces}, journal = {CoRR}, volume = {abs/1810.00045}, year = {2018}, url = {http://arxiv.org/abs/1810.00045}, eprinttype = {arXiv}, eprint = {1810.00045}, timestamp = {Tue, 30 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-00045.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-03023, author = {Devansh Arpit and Bhargav Kanuparthi and Giancarlo Kerg and Nan Rosemary Ke and Ioannis Mitliagkas and Yoshua Bengio}, title = {h-detach: Modifying the {LSTM} Gradient Towards Better Optimization}, journal = {CoRR}, volume = {abs/1810.03023}, year = {2018}, url = {http://arxiv.org/abs/1810.03023}, eprinttype = {arXiv}, eprint = {1810.03023}, timestamp = {Thu, 01 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-03023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-03442, author = {Assya Trofimov and Francis Dutil and Claude Perreault and S{\'{e}}bastien Lemieux and Yoshua Bengio and Joseph Paul Cohen}, title = {Towards the Latent Transcriptome}, journal = {CoRR}, volume = {abs/1810.03442}, year = {2018}, url = {http://arxiv.org/abs/1810.03442}, eprinttype = {arXiv}, eprint = {1810.03442}, timestamp = {Thu, 01 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-03442.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-04871, author = {Homanga Bharadhwaj and Zihan Wang and Yoshua Bengio and Liam Paull}, title = {A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies}, journal = {CoRR}, volume = {abs/1810.04871}, year = {2018}, url = {http://arxiv.org/abs/1810.04871}, eprinttype = {arXiv}, eprint = {1810.04871}, timestamp = {Tue, 30 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-04871.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-08272, author = {Maxime Chevalier{-}Boisvert and Dzmitry Bahdanau and Salem Lahlou and Lucas Willems and Chitwan Saharia and Thien Huu Nguyen and Yoshua Bengio}, title = {BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop}, journal = {CoRR}, volume = {abs/1810.08272}, year = {2018}, url = {http://arxiv.org/abs/1810.08272}, eprinttype = {arXiv}, eprint = {1810.08272}, timestamp = {Wed, 31 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-08272.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-08651, author = {Jessica A. F. Thompson and Yoshua Bengio and Elia Formisano and Marc Sch{\"{o}}nwiesner}, title = {How can deep learning advance computational modeling of sensory information processing?}, journal = {CoRR}, volume = {abs/1810.08651}, year = {2018}, url = {http://arxiv.org/abs/1810.08651}, eprinttype = {arXiv}, eprint = {1810.08651}, timestamp = {Wed, 31 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-08651.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-09038, author = {Kenji Kawaguchi and Yoshua Bengio}, title = {Depth with Nonlinearity Creates No Bad Local Minima in ResNets}, journal = {CoRR}, volume = {abs/1810.09038}, year = {2018}, url = {http://arxiv.org/abs/1810.09038}, eprinttype = {arXiv}, eprint = {1810.09038}, timestamp = {Thu, 01 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-09038.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-11393, author = {Jo{\~{a}}o Sacramento and Rui Ponte Costa and Yoshua Bengio and Walter Senn}, title = {Dendritic cortical microcircuits approximate the backpropagation algorithm}, journal = {CoRR}, volume = {abs/1810.11393}, year = {2018}, url = {http://arxiv.org/abs/1810.11393}, eprinttype = {arXiv}, eprint = {1810.11393}, timestamp = {Thu, 01 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-11393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-06128, author = {Yoshua Bengio and Andrea Lodi and Antoine Prouvost}, title = {Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon}, journal = {CoRR}, volume = {abs/1811.06128}, year = {2018}, url = {http://arxiv.org/abs/1811.06128}, eprinttype = {arXiv}, eprint = {1811.06128}, timestamp = {Sun, 25 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-06128.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-07017, author = {Shagun Sodhani and Sarath Chandar and Yoshua Bengio}, title = {On Training Recurrent Neural Networks for Lifelong Learning}, journal = {CoRR}, volume = {abs/1811.07017}, year = {2018}, url = {http://arxiv.org/abs/1811.07017}, eprinttype = {arXiv}, eprint = {1811.07017}, timestamp = {Sun, 25 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-07017.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-07240, author = {Kyle Kastner and Jo{\~{a}}o Felipe Santos and Yoshua Bengio and Aaron C. Courville}, title = {Representation Mixing for {TTS} Synthesis}, journal = {CoRR}, volume = {abs/1811.07240}, year = {2018}, url = {http://arxiv.org/abs/1811.07240}, eprinttype = {arXiv}, eprint = {1811.07240}, timestamp = {Sun, 25 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-07240.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-07453, author = {Mirco Ravanelli and Titouan Parcollet and Yoshua Bengio}, title = {The PyTorch-Kaldi Speech Recognition Toolkit}, journal = {CoRR}, volume = {abs/1811.07453}, year = {2018}, url = {http://arxiv.org/abs/1811.07453}, eprinttype = {arXiv}, eprint = {1811.07453}, timestamp = {Mon, 26 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-07453.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-09725, author = {Mirco Ravanelli and Yoshua Bengio}, title = {Interpretable Convolutional Filters with SincNet}, journal = {CoRR}, volume = {abs/1811.09725}, year = {2018}, url = {http://arxiv.org/abs/1811.09725}, eprinttype = {arXiv}, eprint = {1811.09725}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-09725.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-09766, author = {Rim Assouel and Mohamed Ahmed and Marwin H. S. Segler and Amir Saffari and Yoshua Bengio}, title = {DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation}, journal = {CoRR}, volume = {abs/1811.09766}, year = {2018}, url = {http://arxiv.org/abs/1811.09766}, eprinttype = {arXiv}, eprint = {1811.09766}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-09766.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-09845, author = {Alaaeldin El{-}Nouby and Shikhar Sharma and Hannes Schulz and R. Devon Hjelm and Layla El Asri and Samira Ebrahimi Kahou and Yoshua Bengio and Graham W. Taylor}, title = {Keep Drawing It: Iterative language-based image generation and editing}, journal = {CoRR}, volume = {abs/1811.09845}, year = {2018}, url = {http://arxiv.org/abs/1811.09845}, eprinttype = {arXiv}, eprint = {1811.09845}, timestamp = {Wed, 02 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-09845.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-00271, author = {Mirco Ravanelli and Yoshua Bengio}, title = {Learning Speaker Representations with Mutual Information}, journal = {CoRR}, volume = {abs/1812.00271}, year = {2018}, url = {http://arxiv.org/abs/1812.00271}, eprinttype = {arXiv}, eprint = {1812.00271}, timestamp = {Thu, 03 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-00271.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-02159, author = {Tristan Deleu and Yoshua Bengio}, title = {The effects of negative adaptation in Model-Agnostic Meta-Learning}, journal = {CoRR}, volume = {abs/1812.02159}, year = {2018}, url = {http://arxiv.org/abs/1812.02159}, eprinttype = {arXiv}, eprint = {1812.02159}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-02159.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-05159, author = {Mariya Toneva and Alessandro Sordoni and Remi Tachet des Combes and Adam Trischler and Yoshua Bengio and Geoffrey J. Gordon}, title = {An Empirical Study of Example Forgetting during Deep Neural Network Learning}, journal = {CoRR}, volume = {abs/1812.05159}, year = {2018}, url = {http://arxiv.org/abs/1812.05159}, eprinttype = {arXiv}, eprint = {1812.05159}, timestamp = {Tue, 01 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-05159.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-05920, author = {Mirco Ravanelli and Yoshua Bengio}, title = {Speech and Speaker Recognition from Raw Waveform with SincNet}, journal = {CoRR}, volume = {abs/1812.05920}, year = {2018}, url = {http://arxiv.org/abs/1812.05920}, eprinttype = {arXiv}, eprint = {1812.05920}, timestamp = {Thu, 03 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-05920.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-11337, author = {Ghouthi Boukli Hacene and Vincent Gripon and Matthieu Arzel and Nicolas Farrugia and Yoshua Bengio}, title = {Quantized Guided Pruning for Efficient Hardware Implementations of Convolutional Neural Networks}, journal = {CoRR}, volume = {abs/1812.11337}, year = {2018}, url = {http://arxiv.org/abs/1812.11337}, eprinttype = {arXiv}, eprint = {1812.11337}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-11337.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csl/GulcehreFXCB17, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Orhan Firat and Kelvin Xu and Kyunghyun Cho and Yoshua Bengio}, title = {On integrating a language model into neural machine translation}, journal = {Comput. Speech Lang.}, volume = {45}, pages = {137--148}, year = {2017}, url = {https://doi.org/10.1016/j.csl.2017.01.014}, doi = {10.1016/J.CSL.2017.01.014}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csl/GulcehreFXCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csl/ChoiCB17, author = {Heeyoul Choi and Kyunghyun Cho and Yoshua Bengio}, title = {Context-dependent word representation for neural machine translation}, journal = {Comput. Speech Lang.}, volume = {45}, pages = {149--160}, year = {2017}, url = {https://doi.org/10.1016/j.csl.2017.01.007}, doi = {10.1016/J.CSL.2017.01.007}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csl/ChoiCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csl/FiratCSYB17, author = {Orhan Firat and Kyunghyun Cho and Baskaran Sankaran and Fatos T. Yarman{-}Vural and Yoshua Bengio}, title = {Multi-way, multilingual neural machine translation}, journal = {Comput. Speech Lang.}, volume = {45}, pages = {236--252}, year = {2017}, url = {https://doi.org/10.1016/j.csl.2016.10.006}, doi = {10.1016/J.CSL.2016.10.006}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csl/FiratCSYB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ficn/ScellierB17, author = {Benjamin Scellier and Yoshua Bengio}, title = {Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation}, journal = {Frontiers Comput. Neurosci.}, volume = {11}, pages = {24}, year = {2017}, url = {https://doi.org/10.3389/fncom.2017.00024}, doi = {10.3389/FNCOM.2017.00024}, timestamp = {Sat, 23 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ficn/ScellierB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/HubaraCSEB17, author = {Itay Hubara and Matthieu Courbariaux and Daniel Soudry and Ran El{-}Yaniv and Yoshua Bengio}, title = {Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations}, journal = {J. Mach. Learn. Res.}, volume = {18}, pages = {187:1--187:30}, year = {2017}, url = {http://jmlr.org/papers/v18/16-456.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/HubaraCSEB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mia/HavaeiDWBCBPJL17, author = {Mohammad Havaei and Axel Davy and David Warde{-}Farley and Antoine Biard and Aaron C. Courville and Yoshua Bengio and Chris Pal and Pierre{-}Marc Jodoin and Hugo Larochelle}, title = {Brain tumor segmentation with Deep Neural Networks}, journal = {Medical Image Anal.}, volume = {35}, pages = {18--31}, year = {2017}, url = {https://doi.org/10.1016/j.media.2016.05.004}, doi = {10.1016/J.MEDIA.2016.05.004}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mia/HavaeiDWBCBPJL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mt/HillCJB17, author = {Felix Hill and Kyunghyun Cho and S{\'{e}}bastien Jean and Yoshua Bengio}, title = {The representational geometry of word meanings acquired by neural machine translation models}, journal = {Mach. Transl.}, volume = {31}, number = {1-2}, pages = {3--18}, year = {2017}, url = {https://doi.org/10.1007/s10590-017-9194-2}, doi = {10.1007/S10590-017-9194-2}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mt/HillCJB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BengioMFZW17, author = {Yoshua Bengio and Thomas Mesnard and Asja Fischer and Saizheng Zhang and Yuhuai Wu}, title = {STDP-Compatible Approximation of Backpropagation in an Energy-Based Model}, journal = {Neural Comput.}, volume = {29}, number = {3}, pages = {555--577}, year = {2017}, url = {https://doi.org/10.1162/NECO\_a\_00934}, doi = {10.1162/NECO\_A\_00934}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neco/BengioMFZW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangBL17, author = {Xu{-}Yao Zhang and Yoshua Bengio and Cheng{-}Lin Liu}, title = {Online and offline handwritten Chinese character recognition: {A} comprehensive study and new benchmark}, journal = {Pattern Recognit.}, volume = {61}, pages = {348--360}, year = {2017}, url = {https://doi.org/10.1016/j.patcog.2016.08.005}, doi = {10.1016/J.PATCOG.2016.08.005}, timestamp = {Tue, 16 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhangBL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/thms/ZhangXLB17, author = {Xu{-}Yao Zhang and Guo{-}Sen Xie and Cheng{-}Lin Liu and Yoshua Bengio}, title = {End-to-End Online Writer Identification With Recurrent Neural Network}, journal = {{IEEE} Trans. Hum. Mach. Syst.}, volume = {47}, number = {2}, pages = {285--292}, year = {2017}, url = {https://doi.org/10.1109/THMS.2016.2634921}, doi = {10.1109/THMS.2016.2634921}, timestamp = {Tue, 16 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/thms/ZhangXLB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ImAMB17, author = {Daniel Jiwoong Im and Sungjin Ahn and Roland Memisevic and Yoshua Bengio}, editor = {Satinder Singh and Shaul Markovitch}, title = {Denoising Criterion for Variational Auto-Encoding Framework}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {2059--2065}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10777}, doi = {10.1609/AAAI.V31I1.10777}, timestamp = {Mon, 04 Sep 2023 14:40:32 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ImAMB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SerbanKTTZBC17, author = {Iulian Vlad Serban and Tim Klinger and Gerald Tesauro and Kartik Talamadupula and Bowen Zhou and Yoshua Bengio and Aaron C. Courville}, editor = {Satinder Singh and Shaul Markovitch}, title = {Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {3288--3294}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10984}, doi = {10.1609/AAAI.V31I1.10984}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SerbanKTTZBC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SerbanSLCPCB17, author = {Iulian Vlad Serban and Alessandro Sordoni and Ryan Lowe and Laurent Charlin and Joelle Pineau and Aaron C. Courville and Yoshua Bengio}, editor = {Satinder Singh and Shaul Markovitch}, title = {A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {3295--3301}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10983}, doi = {10.1609/AAAI.V31I1.10983}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SerbanSLCPCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/LoweNSABP17, author = {Ryan Lowe and Michael D. Noseworthy and Iulian Vlad Serban and Nicolas Angelard{-}Gontier and Yoshua Bengio and Joelle Pineau}, editor = {Regina Barzilay and Min{-}Yen Kan}, title = {Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses}, booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers}, pages = {1116--1126}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/P17-1103}, doi = {10.18653/V1/P17-1103}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/LoweNSABP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/JegouDVRB17, author = {Simon J{\'{e}}gou and Michal Drozdzal and David V{\'{a}}zquez and Adriana Romero and Yoshua Bengio}, title = {The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation}, booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017}, pages = {1175--1183}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CVPRW.2017.156}, doi = {10.1109/CVPRW.2017.156}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/JegouDVRB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/NguyenCBDY17, author = {Anh Nguyen and Jeff Clune and Yoshua Bengio and Alexey Dosovitskiy and Jason Yosinski}, title = {Plug {\&} Play Generative Networks: Conditional Iterative Generation of Images in Latent Space}, booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017}, pages = {3510--3520}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/CVPR.2017.374}, doi = {10.1109/CVPR.2017.374}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/NguyenCBDY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/MongiaKEB17, author = {Mihir Mongia and Kundan Kumar and Akram Erraqabi and Yoshua Bengio}, title = {On random weights for texture generation in one layer {CNNS}}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {2207--2211}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7952548}, doi = {10.1109/ICASSP.2017.7952548}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/MongiaKEB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/RavanelliBOB17, author = {Mirco Ravanelli and Philemon Brakel and Maurizio Omologo and Yoshua Bengio}, title = {A network of deep neural networks for Distant Speech Recognition}, booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017}, pages = {4880--4884}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICASSP.2017.7953084}, doi = {10.1109/ICASSP.2017.7953084}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/RavanelliBOB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccvw/CohenBGLB17, author = {Joseph Paul Cohen and Genevi{\`{e}}ve Boucher and Craig A. Glastonbury and Henry Z. Lo and Yoshua Bengio}, title = {Count-ception: Counting by Fully Convolutional Redundant Counting}, booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops, {ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017}, pages = {18--26}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCVW.2017.9}, doi = {10.1109/ICCVW.2017.9}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccvw/CohenBGLB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/AlainB17, author = {Guillaume Alain and Yoshua Bengio}, title = {Understanding intermediate layers using linear classifier probes}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=HJ4-rAVtl}, timestamp = {Thu, 04 Apr 2019 13:20:08 +0200}, biburl = {https://dblp.org/rec/conf/iclr/AlainB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BahdanauBXGLPCB17, author = {Dzmitry Bahdanau and Philemon Brakel and Kelvin Xu and Anirudh Goyal and Ryan Lowe and Joelle Pineau and Aaron C. Courville and Yoshua Bengio}, title = {An Actor-Critic Algorithm for Sequence Prediction}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=SJDaqqveg}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BahdanauBXGLPCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/CheLJBL17, author = {Tong Che and Yanran Li and Athul Paul Jacob and Yoshua Bengio and Wenjie Li}, title = {Mode Regularized Generative Adversarial Networks}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=HJKkY35le}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/CheLJBL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChungAB17, author = {Junyoung Chung and Sungjin Ahn and Yoshua Bengio}, title = {Hierarchical Multiscale Recurrent Neural Networks}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=S1di0sfgl}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ChungAB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GulcehreMVB17, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Marcin Moczulski and Francesco Visin and Yoshua Bengio}, title = {Mollifying Networks}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=r1G4z8cge}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GulcehreMVB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/KruegerMKPBKGBC17, author = {David Krueger and Tegan Maharaj and J{\'{a}}nos Kram{\'{a}}r and Mohammad Pezeshki and Nicolas Ballas and Nan Rosemary Ke and Anirudh Goyal and Yoshua Bengio and Aaron C. Courville and Christopher J. Pal}, title = {Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=rJqBEPcxe}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/KruegerMKPBKGBC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LinFSYXZB17, author = {Zhouhan Lin and Minwei Feng and C{\'{\i}}cero Nogueira dos Santos and Mo Yu and Bing Xiang and Bowen Zhou and Yoshua Bengio}, title = {A Structured Self-Attentive Sentence Embedding}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=BJC\_jUqxe}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LinFSYXZB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/LoweNSABP17, author = {Ryan Lowe and Michael D. Noseworthy and Iulian Vlad Serban and Nicolas Angelard{-}Gontier and Yoshua Bengio and Joelle Pineau}, title = {Towards an automatic Turing test: Learning to evaluate dialogue responses}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=Sk7c3yVYg}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/LoweNSABP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MehriKGKJSCB17, author = {Soroush Mehri and Kundan Kumar and Ishaan Gulrajani and Rithesh Kumar and Shubham Jain and Jose Sotelo and Aaron C. Courville and Yoshua Bengio}, title = {SampleRNN: An Unconditional End-to-End Neural Audio Generation Model}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=SkxKPDv5xl}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MehriKGKJSCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MirzaCB17, author = {Mehdi Mirza and Aaron C. Courville and Yoshua Bengio}, title = {Generalizable Features From Unsupervised Learning}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=BynzZolYg}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MirzaCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/RomeroCESADLDHB17, author = {Adriana Romero and Pierre Luc Carrier and Akram Erraqabi and Tristan Sylvain and Alex Auvolat and Etienne Dejoie and Marc{-}Andr{\'{e}} Legault and Marie{-}Pierre Dub{\'{e}} and Julie G. Hussin and Yoshua Bengio}, title = {Diet Networks: Thin Parameters for Fat Genomics}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=Sk-oDY9ge}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/RomeroCESADLDHB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SoteloMKSKCB17, author = {Jose Sotelo and Soroush Mehri and Kundan Kumar and Jo{\~{a}}o Felipe Santos and Kyle Kastner and Aaron C. Courville and Yoshua Bengio}, title = {Char2Wav: End-to-End Speech Synthesis}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=B1VWyySKx}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SoteloMKSKCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Warde-FarleyB17, author = {David Warde{-}Farley and Yoshua Bengio}, title = {Improving Generative Adversarial Networks with Denoising Feature Matching}, booktitle = {5th International Conference on Learning Representations, {ICLR} 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2017}, url = {https://openreview.net/forum?id=S1X7nhsxl}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/Warde-FarleyB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ArpitJBKBKMFCBL17, author = {Devansh Arpit and Stanislaw Jastrzebski and Nicolas Ballas and David Krueger and Emmanuel Bengio and Maxinder S. Kanwal and Tegan Maharaj and Asja Fischer and Aaron C. Courville and Yoshua Bengio and Simon Lacoste{-}Julien}, editor = {Doina Precup and Yee Whye Teh}, title = {A Closer Look at Memorization in Deep Networks}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {233--242}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/arpit17a.html}, timestamp = {Wed, 24 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ArpitJBKBKMFCBL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DinhPBB17, author = {Laurent Dinh and Razvan Pascanu and Samy Bengio and Yoshua Bengio}, editor = {Doina Precup and Yee Whye Teh}, title = {Sharp Minima Can Generalize For Deep Nets}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {1019--1028}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/dinh17b.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DinhPBB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/GulcehreSMB17, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Jose Sotelo and Marcin Moczulski and Yoshua Bengio}, title = {A robust adaptive stochastic gradient method for deep learning}, booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017, Anchorage, AK, USA, May 14-19, 2017}, pages = {125--132}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/IJCNN.2017.7965845}, doi = {10.1109/IJCNN.2017.7965845}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/GulcehreSMB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/RavanelliBOB17, author = {Mirco Ravanelli and Philemon Brakel and Maurizio Omologo and Yoshua Bengio}, editor = {Francisco Lacerda}, title = {Improving Speech Recognition by Revising Gated Recurrent Units}, booktitle = {Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017}, pages = {1308--1312}, publisher = {{ISCA}}, year = {2017}, url = {https://doi.org/10.21437/Interspeech.2017-775}, doi = {10.21437/INTERSPEECH.2017-775}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/RavanelliBOB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/KimSB17, author = {Taesup Kim and Inchul Song and Yoshua Bengio}, editor = {Francisco Lacerda}, title = {Dynamic Layer Normalization for Adaptive Neural Acoustic Modeling in Speech Recognition}, booktitle = {Interspeech 2017, 18th Annual Conference of the International Speech Communication Association, Stockholm, Sweden, August 20-24, 2017}, pages = {2411--2415}, publisher = {{ISCA}}, year = {2017}, url = {https://doi.org/10.21437/Interspeech.2017-556}, doi = {10.21437/INTERSPEECH.2017-556}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/KimSB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isca/Bengio17, author = {Yoshua Bengio}, title = {Towards more hardware-friendly deep learning}, booktitle = {Proceedings of the Workshop on Trends in Machine-Learning (and impact on computer architecture), TIML@ISCA 2017, Toronto, ON, Canada, June 25, 2017}, pages = {5}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3149166.3149171}, doi = {10.1145/3149166.3149171}, timestamp = {Tue, 06 Nov 2018 11:07:00 +0100}, biburl = {https://dblp.org/rec/conf/isca/Bengio17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GoyalKGB17, author = {Anirudh Goyal and Nan Rosemary Ke and Surya Ganguli and Yoshua Bengio}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {4392--4402}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/46a558d97954d0692411c861cf78ef79-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/GoyalKGB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LambHGCCB17, author = {Alex Lamb and R. Devon Hjelm and Yaroslav Ganin and Joseph Paul Cohen and Aaron C. Courville and Yoshua Bengio}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {GibbsNet: Iterative Adversarial Inference for Deep Graphical Models}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {5089--5098}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/30f8f6b940d1073d8b6a5eebc46dd6e5-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LambHGCCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GulcehreDTB17, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Francis Dutil and Adam Trischler and Yoshua Bengio}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Plan, Attend, Generate: Planning for Sequence-to-Sequence Models}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {5474--5483}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/b030afbb3a8af8fb0759241c97466ee4-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GulcehreDTB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GoyalSCKB17, author = {Anirudh Goyal and Alessandro Sordoni and Marc{-}Alexandre C{\^{o}}t{\'{e}} and Nan Rosemary Ke and Yoshua Bengio}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Z-Forcing: Training Stochastic Recurrent Networks}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {6713--6723}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/900c563bfd2c48c16701acca83ad858a-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GoyalSCKB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rep4nlp/GulcehreDTB17, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Francis Dutil and Adam Trischler and Yoshua Bengio}, editor = {Phil Blunsom and Antoine Bordes and Kyunghyun Cho and Shay B. Cohen and Chris Dyer and Edward Grefenstette and Karl Moritz Hermann and Laura Rimell and Jason Weston and Scott Yih}, title = {Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning}, booktitle = {Proceedings of the 2nd Workshop on Representation Learning for NLP, Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017}, pages = {228--234}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/w17-2627}, doi = {10.18653/V1/W17-2627}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rep4nlp/GulcehreDTB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangPBZLBC17, author = {Ying Zhang and Mohammad Pezeshki and Philemon Brakel and Saizheng Zhang and C{\'{e}}sar Laurent and Yoshua Bengio and Aaron C. Courville}, title = {Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks}, journal = {CoRR}, volume = {abs/1701.02720}, year = {2017}, url = {http://arxiv.org/abs/1701.02720}, eprinttype = {arXiv}, eprint = {1701.02720}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhangPBZLBC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreCB17, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Sarath Chandar and Yoshua Bengio}, title = {Memory Augmented Neural Networks with Wormhole Connections}, journal = {CoRR}, volume = {abs/1701.08718}, year = {2017}, url = {http://arxiv.org/abs/1701.08718}, eprinttype = {arXiv}, eprint = {1701.08718}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DrozdzalCVDTRBP17, author = {Michal Drozdzal and Gabriel Chartrand and Eugene Vorontsov and Lisa Di{-}Jorio and An Tang and Adriana Romero and Yoshua Bengio and Chris Pal and Samuel Kadoury}, title = {Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation}, journal = {CoRR}, volume = {abs/1702.05174}, year = {2017}, url = {http://arxiv.org/abs/1702.05174}, eprinttype = {arXiv}, eprint = {1702.05174}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DrozdzalCVDTRBP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CheLZHLSB17, author = {Tong Che and Yanran Li and Ruixiang Zhang and R. Devon Hjelm and Wenjie Li and Yangqiu Song and Yoshua Bengio}, title = {Maximum-Likelihood Augmented Discrete Generative Adversarial Networks}, journal = {CoRR}, volume = {abs/1702.07983}, year = {2017}, url = {http://arxiv.org/abs/1702.07983}, eprinttype = {arXiv}, eprint = {1702.07983}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/CheLZHLSB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HjelmJCCB17, author = {R. Devon Hjelm and Athul Paul Jacob and Tong Che and Kyunghyun Cho and Yoshua Bengio}, title = {Boundary-Seeking Generative Adversarial Networks}, journal = {CoRR}, volume = {abs/1702.08431}, year = {2017}, url = {http://arxiv.org/abs/1702.08431}, eprinttype = {arXiv}, eprint = {1702.08431}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HjelmJCCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreSMB17, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Jose Sotelo and Marcin Moczulski and Yoshua Bengio}, title = {A Robust Adaptive Stochastic Gradient Method for Deep Learning}, journal = {CoRR}, volume = {abs/1703.00788}, year = {2017}, url = {http://arxiv.org/abs/1703.00788}, eprinttype = {arXiv}, eprint = {1703.00788}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreSMB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LinFSYXZB17, author = {Zhouhan Lin and Minwei Feng and C{\'{\i}}cero Nogueira dos Santos and Mo Yu and Bing Xiang and Bowen Zhou and Yoshua Bengio}, title = {A Structured Self-attentive Sentence Embedding}, journal = {CoRR}, volume = {abs/1703.03130}, year = {2017}, url = {http://arxiv.org/abs/1703.03130}, eprinttype = {arXiv}, eprint = {1703.03130}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LinFSYXZB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DinhPBB17, author = {Laurent Dinh and Razvan Pascanu and Samy Bengio and Yoshua Bengio}, title = {Sharp Minima Can Generalize For Deep Nets}, journal = {CoRR}, volume = {abs/1703.04933}, year = {2017}, url = {http://arxiv.org/abs/1703.04933}, eprinttype = {arXiv}, eprint = {1703.04933}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DinhPBB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BengioTPPB17, author = {Emmanuel Bengio and Valentin Thomas and Joelle Pineau and Doina Precup and Yoshua Bengio}, title = {Independently Controllable Features}, journal = {CoRR}, volume = {abs/1703.07718}, year = {2017}, url = {http://arxiv.org/abs/1703.07718}, eprinttype = {arXiv}, eprint = {1703.07718}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BengioTPPB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RavanelliBOB17, author = {Mirco Ravanelli and Philemon Brakel and Maurizio Omologo and Yoshua Bengio}, title = {A network of deep neural networks for distant speech recognition}, journal = {CoRR}, volume = {abs/1703.08002}, year = {2017}, url = {http://arxiv.org/abs/1703.08002}, eprinttype = {arXiv}, eprint = {1703.08002}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RavanelliBOB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RavanelliBOB17a, author = {Mirco Ravanelli and Philemon Brakel and Maurizio Omologo and Yoshua Bengio}, title = {Batch-normalized joint training for DNN-based distant speech recognition}, journal = {CoRR}, volume = {abs/1703.08471}, year = {2017}, url = {http://arxiv.org/abs/1703.08471}, eprinttype = {arXiv}, eprint = {1703.08471}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RavanelliBOB17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CohenLB17, author = {Joseph Paul Cohen and Henry Z. Lo and Yoshua Bengio}, title = {Count-ception: Counting by Fully Convolutional Redundant Counting}, journal = {CoRR}, volume = {abs/1703.08710}, year = {2017}, url = {http://arxiv.org/abs/1703.08710}, eprinttype = {arXiv}, eprint = {1703.08710}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CohenLB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RomeroDEJB17, author = {Adriana Romero and Michal Drozdzal and Akram Erraqabi and Simon J{\'{e}}gou and Yoshua Bengio}, title = {Image Segmentation by Iterative Inference from Conditional Score Estimation}, journal = {CoRR}, volume = {abs/1705.07450}, year = {2017}, url = {http://arxiv.org/abs/1705.07450}, eprinttype = {arXiv}, eprint = {1705.07450}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RomeroDEJB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TrabelsiBSSSMRB17, author = {Chiheb Trabelsi and Olexa Bilaniuk and Dmitriy Serdyuk and Sandeep Subramanian and Jo{\~{a}}o Felipe Santos and Soroush Mehri and Negar Rostamzadeh and Yoshua Bengio and Christopher J. Pal}, title = {Deep Complex Networks}, journal = {CoRR}, volume = {abs/1705.09792}, year = {2017}, url = {http://arxiv.org/abs/1705.09792}, eprinttype = {arXiv}, eprint = {1705.09792}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TrabelsiBSSSMRB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuckSCLB17, author = {Margaux Luck and Tristan Sylvain and H{\'{e}}lo{\"{\i}}se Cardinal and Andrea Lodi and Yoshua Bengio}, title = {Deep Learning for Patient-Specific Kidney Graft Survival Analysis}, journal = {CoRR}, volume = {abs/1705.10245}, year = {2017}, url = {http://arxiv.org/abs/1705.10245}, eprinttype = {arXiv}, eprint = {1705.10245}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LuckSCLB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BahdanauBJGVB17, author = {Dzmitry Bahdanau and Tom Bosc and Stanislaw Jastrzebski and Edward Grefenstette and Pascal Vincent and Yoshua Bengio}, title = {Learning to Compute Word Embeddings On the Fly}, journal = {CoRR}, volume = {abs/1706.00286}, year = {2017}, url = {http://arxiv.org/abs/1706.00286}, eprinttype = {arXiv}, eprint = {1706.00286}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BahdanauBJGVB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JingGPSTSB17, author = {Li Jing and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and John Peurifoy and Yichen Shen and Max Tegmark and Marin Soljacic and Yoshua Bengio}, title = {Gated Orthogonal Recurrent Units: On Learning to Forget}, journal = {CoRR}, volume = {abs/1706.02761}, year = {2017}, url = {http://arxiv.org/abs/1706.02761}, eprinttype = {arXiv}, eprint = {1706.02761}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JingGPSTSB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreDTB17, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Francis Dutil and Adam Trischler and Yoshua Bengio}, title = {Plan, Attend, Generate: Character-level Neural Machine Translation with Planning in the Decoder}, journal = {CoRR}, volume = {abs/1706.05087}, year = {2017}, url = {http://arxiv.org/abs/1706.05087}, eprinttype = {arXiv}, eprint = {1706.05087}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreDTB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ArpitJBKBKMFCBL17, author = {Devansh Arpit and Stanislaw Jastrzebski and Nicolas Ballas and David Krueger and Emmanuel Bengio and Maxinder S. Kanwal and Tegan Maharaj and Asja Fischer and Aaron C. Courville and Yoshua Bengio and Simon Lacoste{-}Julien}, title = {A Closer Look at Memorization in Deep Networks}, journal = {CoRR}, volume = {abs/1706.05394}, year = {2017}, url = {http://arxiv.org/abs/1706.05394}, eprinttype = {arXiv}, eprint = {1706.05394}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ArpitJBKBKMFCBL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MerrienboerSLB17, author = {Bart van Merri{\"{e}}nboer and Amartya Sanyal and Hugo Larochelle and Yoshua Bengio}, title = {Multiscale sequence modeling with a learned dictionary}, journal = {CoRR}, volume = {abs/1707.00762}, year = {2017}, url = {http://arxiv.org/abs/1707.00762}, eprinttype = {arXiv}, eprint = {1707.00762}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MerrienboerSLB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KimSB17, author = {Taesup Kim and Inchul Song and Yoshua Bengio}, title = {Dynamic Layer Normalization for Adaptive Neural Acoustic Modeling in Speech Recognition}, journal = {CoRR}, volume = {abs/1707.06065}, year = {2017}, url = {http://arxiv.org/abs/1707.06065}, eprinttype = {arXiv}, eprint = {1707.06065}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KimSB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-01289, author = {Valentin Thomas and Jules Pondard and Emmanuel Bengio and Marc Sarfati and Philippe Beaudoin and Marie{-}Jean Meurs and Joelle Pineau and Doina Precup and Yoshua Bengio}, title = {Independently Controllable Factors}, journal = {CoRR}, volume = {abs/1708.01289}, year = {2017}, url = {http://arxiv.org/abs/1708.01289}, eprinttype = {arXiv}, eprint = {1708.01289}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-01289.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-06742, author = {Dmitriy Serdyuk and Nan Rosemary Ke and Alessandro Sordoni and Chris Pal and Yoshua Bengio}, title = {Twin Networks: Using the Future as a Regularizer}, journal = {CoRR}, volume = {abs/1708.06742}, year = {2017}, url = {http://arxiv.org/abs/1708.06742}, eprinttype = {arXiv}, eprint = {1708.06742}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-06742.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-07149, author = {Ryan Lowe and Michael D. Noseworthy and Iulian Vlad Serban and Nicolas Angelard{-}Gontier and Yoshua Bengio and Joelle Pineau}, title = {Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses}, journal = {CoRR}, volume = {abs/1708.07149}, year = {2017}, url = {http://arxiv.org/abs/1708.07149}, eprinttype = {arXiv}, eprint = {1708.07149}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-07149.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-02349, author = {Iulian Vlad Serban and Chinnadhurai Sankar and Mathieu Germain and Saizheng Zhang and Zhouhan Lin and Sandeep Subramanian and Taesup Kim and Michael Pieper and Sarath Chandar and Nan Rosemary Ke and Sai Mudumba and Alexandre de Br{\'{e}}bisson and Jose Sotelo and Dendi Suhubdy and Vincent Michalski and Alexandre Nguyen and Joelle Pineau and Yoshua Bengio}, title = {A Deep Reinforcement Learning Chatbot}, journal = {CoRR}, volume = {abs/1709.02349}, year = {2017}, url = {http://arxiv.org/abs/1709.02349}, eprinttype = {arXiv}, eprint = {1709.02349}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-02349.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-08568, author = {Yoshua Bengio}, title = {The Consciousness Prior}, journal = {CoRR}, volume = {abs/1709.08568}, year = {2017}, url = {http://arxiv.org/abs/1709.08568}, eprinttype = {arXiv}, eprint = {1709.08568}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-08568.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-00641, author = {Mirco Ravanelli and Philemon Brakel and Maurizio Omologo and Yoshua Bengio}, title = {Improving speech recognition by revising gated recurrent units}, journal = {CoRR}, volume = {abs/1710.00641}, year = {2017}, url = {http://arxiv.org/abs/1710.00641}, eprinttype = {arXiv}, eprint = {1710.00641}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-00641.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-04773, author = {Stanislaw Jastrzebski and Devansh Arpit and Nicolas Ballas and Vikas Verma and Tong Che and Yoshua Bengio}, title = {Residual Connections Encourage Iterative Inference}, journal = {CoRR}, volume = {abs/1710.04773}, year = {2017}, url = {http://arxiv.org/abs/1710.04773}, eprinttype = {arXiv}, eprint = {1710.04773}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-04773.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-05468, author = {Kenji Kawaguchi and Leslie Pack Kaelbling and Yoshua Bengio}, title = {Generalization in Deep Learning}, journal = {CoRR}, volume = {abs/1710.05468}, year = {2017}, url = {http://arxiv.org/abs/1710.05468}, eprinttype = {arXiv}, eprint = {1710.05468}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-05468.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-07300, author = {Samira Ebrahimi Kahou and Adam Atkinson and Vincent Michalski and {\'{A}}kos K{\'{a}}d{\'{a}}r and Adam Trischler and Yoshua Bengio}, title = {FigureQA: An Annotated Figure Dataset for Visual Reasoning}, journal = {CoRR}, volume = {abs/1710.07300}, year = {2017}, url = {http://arxiv.org/abs/1710.07300}, eprinttype = {arXiv}, eprint = {1710.07300}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-07300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-10903, author = {Petar Velickovic and Guillem Cucurull and Arantxa Casanova and Adriana Romero and Pietro Li{\`{o}} and Yoshua Bengio}, title = {Graph Attention Networks}, journal = {CoRR}, volume = {abs/1710.10903}, year = {2017}, url = {http://arxiv.org/abs/1710.10903}, eprinttype = {arXiv}, eprint = {1710.10903}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-10903.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-00066, author = {Konrad Zolna and Devansh Arpit and Dendi Suhubdy and Yoshua Bengio}, title = {Fraternal Dropout}, journal = {CoRR}, volume = {abs/1711.00066}, year = {2017}, url = {http://arxiv.org/abs/1711.00066}, eprinttype = {arXiv}, eprint = {1711.00066}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-00066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-01437, author = {Stylianos Ioannis Mimilakis and Konstantinos Drossos and Jo{\~{a}}o Felipe Santos and Gerald Schuller and Tuomas Virtanen and Yoshua Bengio}, title = {Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask}, journal = {CoRR}, volume = {abs/1711.01437}, year = {2017}, url = {http://arxiv.org/abs/1711.01437}, eprinttype = {arXiv}, eprint = {1711.01437}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-01437.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-02282, author = {Anirudh Goyal and Nan Rosemary Ke and Surya Ganguli and Yoshua Bengio}, title = {Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net}, journal = {CoRR}, volume = {abs/1711.02282}, year = {2017}, url = {http://arxiv.org/abs/1711.02282}, eprinttype = {arXiv}, eprint = {1711.02282}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-02282.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-02326, author = {Nan Rosemary Ke and Anirudh Goyal and Olexa Bilaniuk and Jonathan Binas and Laurent Charlin and Chris Pal and Yoshua Bengio}, title = {Sparse Attentive Backtracking: Long-Range Credit Assignment in Recurrent Networks}, journal = {CoRR}, volume = {abs/1711.02326}, year = {2017}, url = {http://arxiv.org/abs/1711.02326}, eprinttype = {arXiv}, eprint = {1711.02326}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-02326.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-04623, author = {Stanislaw Jastrzebski and Zachary Kenton and Devansh Arpit and Nicolas Ballas and Asja Fischer and Yoshua Bengio and Amos J. Storkey}, title = {Three Factors Influencing Minima in {SGD}}, journal = {CoRR}, volume = {abs/1711.04623}, year = {2017}, url = {http://arxiv.org/abs/1711.04623}, eprinttype = {arXiv}, eprint = {1711.04623}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-04623.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-04755, author = {Anirudh Goyal and Nan Rosemary Ke and Alex Lamb and R. Devon Hjelm and Chris Pal and Joelle Pineau and Yoshua Bengio}, title = {ACtuAL: Actor-Critic Under Adversarial Learning}, journal = {CoRR}, volume = {abs/1711.04755}, year = {2017}, url = {http://arxiv.org/abs/1711.04755}, eprinttype = {arXiv}, eprint = {1711.04755}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-04755.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-05411, author = {Anirudh Goyal and Alessandro Sordoni and Marc{-}Alexandre C{\^{o}}t{\'{e}} and Nan Rosemary Ke and Yoshua Bengio}, title = {Z-Forcing: Training Stochastic Recurrent Networks}, journal = {CoRR}, volume = {abs/1711.05411}, year = {2017}, url = {http://arxiv.org/abs/1711.05411}, eprinttype = {arXiv}, eprint = {1711.05411}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-05411.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-05717, author = {Samira Shabanian and Devansh Arpit and Adam Trischler and Yoshua Bengio}, title = {Variational Bi-LSTMs}, journal = {CoRR}, volume = {abs/1711.05717}, year = {2017}, url = {http://arxiv.org/abs/1711.05717}, eprinttype = {arXiv}, eprint = {1711.05717}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-05717.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-08416, author = {Benjamin Scellier and Yoshua Bengio}, title = {Equivalence of Equilibrium Propagation and Recurrent Backpropagation}, journal = {CoRR}, volume = {abs/1711.08416}, year = {2017}, url = {http://arxiv.org/abs/1711.08416}, eprinttype = {arXiv}, eprint = {1711.08416}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-08416.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-10462, author = {Francis Dutil and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Adam Trischler and Yoshua Bengio}, title = {Plan, Attend, Generate: Planning for Sequence-to-Sequence Models}, journal = {CoRR}, volume = {abs/1711.10462}, year = {2017}, url = {http://arxiv.org/abs/1711.10462}, eprinttype = {arXiv}, eprint = {1711.10462}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-10462.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-11561, author = {Jason Jo and Yoshua Bengio}, title = {Measuring the tendency of CNNs to Learn Surface Statistical Regularities}, journal = {CoRR}, volume = {abs/1711.11561}, year = {2017}, url = {http://arxiv.org/abs/1711.11561}, eprinttype = {arXiv}, eprint = {1711.11561}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-11561.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-04120, author = {Alex Lamb and R. Devon Hjelm and Yaroslav Ganin and Joseph Paul Cohen and Aaron C. Courville and Yoshua Bengio}, title = {GibbsNet: Iterative Adversarial Inference for Deep Graphical Models}, journal = {CoRR}, volume = {abs/1712.04120}, year = {2017}, url = {http://arxiv.org/abs/1712.04120}, eprinttype = {arXiv}, eprint = {1712.04120}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-04120.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/daglib/0040158, author = {Ian J. Goodfellow and Yoshua Bengio and Aaron C. Courville}, title = {Deep Learning}, series = {Adaptive computation and machine learning}, publisher = {{MIT} Press}, year = {2016}, url = {http://www.deeplearningbook.org/}, isbn = {978-0-262-03561-3}, timestamp = {Sat, 25 Mar 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/daglib/0040158.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/GulcehreB16, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Yoshua Bengio}, title = {Knowledge Matters: Importance of Prior Information for Optimization}, journal = {J. Mach. Learn. Res.}, volume = {17}, pages = {8:1--8:32}, year = {2016}, url = {http://jmlr.org/papers/v17/gulchere16a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/GulcehreB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmui/KahouBLGMKJFDBF16, author = {Samira Ebrahimi Kahou and Xavier Bouthillier and Pascal Lamblin and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Vincent Michalski and Kishore Konda and S{\'{e}}bastien Jean and Pierre Froumenty and Yann N. Dauphin and Nicolas Boulanger{-}Lewandowski and Raul Chandias Ferrari and Mehdi Mirza and David Warde{-}Farley and Aaron C. Courville and Pascal Vincent and Roland Memisevic and Christopher Joseph Pal and Yoshua Bengio}, title = {EmoNets: Multimodal deep learning approaches for emotion recognition in video}, journal = {J. Multimodal User Interfaces}, volume = {10}, number = {2}, pages = {99--111}, year = {2016}, url = {https://doi.org/10.1007/s12193-015-0195-2}, doi = {10.1007/S12193-015-0195-2}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmui/KahouBLGMKJFDBF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/HaykinWB16, author = {Simon Haykin and Stephen J. Wright and Yoshua Bengio}, title = {Big Data: Theoretical Aspects [Scanning the Issue]}, journal = {Proc. {IEEE}}, volume = {104}, number = {1}, pages = {8--10}, year = {2016}, url = {https://doi.org/10.1109/JPROC.2015.2507658}, doi = {10.1109/JPROC.2015.2507658}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pieee/HaykinWB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tacl/HillCKB16, author = {Felix Hill and KyungHyun Cho and Anna Korhonen and Yoshua Bengio}, title = {Learning to Understand Phrases by Embedding the Dictionary}, journal = {Trans. Assoc. Comput. Linguistics}, volume = {4}, pages = {17--30}, year = {2016}, url = {https://doi.org/10.1162/tacl\_a\_00080}, doi = {10.1162/TACL\_A\_00080}, timestamp = {Fri, 10 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tacl/HillCKB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SerbanSBCP16, author = {Iulian Vlad Serban and Alessandro Sordoni and Yoshua Bengio and Aaron C. Courville and Joelle Pineau}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {3776--3784}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.9883}, doi = {10.1609/AAAI.V30I1.9883}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SerbanSBCP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/ChungCB16, author = {Junyoung Chung and Kyunghyun Cho and Yoshua Bengio}, title = {A Character-level Decoder without Explicit Segmentation for Neural Machine Translation}, booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers}, publisher = {The Association for Computer Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/p16-1160}, doi = {10.18653/V1/P16-1160}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/ChungCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/GulcehreANZB16, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Sungjin Ahn and Ramesh Nallapati and Bowen Zhou and Yoshua Bengio}, title = {Pointing the Unknown Words}, booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers}, publisher = {The Association for Computer Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/p16-1014}, doi = {10.18653/V1/P16-1014}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/GulcehreANZB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/SerbanGGACCB16, author = {Iulian Vlad Serban and Alberto Garc{\'{\i}}a{-}Dur{\'{a}}n and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Sungjin Ahn and Sarath Chandar and Aaron C. Courville and Yoshua Bengio}, title = {Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus}, booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers}, publisher = {The Association for Computer Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/p16-1056}, doi = {10.18653/V1/P16-1056}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/SerbanGGACCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/YaoBCSB16, author = {Li Yao and Nicolas Ballas and Kyunghyun Cho and John R. Smith and Yoshua Bengio}, editor = {Richard C. Wilson and Edwin R. Hancock and William A. P. Smith}, title = {Oracle Performance for Visual Captioning}, booktitle = {Proceedings of the British Machine Vision Conference 2016, {BMVC} 2016, York, UK, September 19-22, 2016}, publisher = {{BMVA} Press}, year = {2016}, url = {http://www.bmva.org/bmvc/2016/papers/paper141/index.html}, timestamp = {Wed, 03 Feb 2021 08:36:18 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/YaoBCSB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/VisinRCMCKBC16, author = {Francesco Visin and Adriana Romero and Kyunghyun Cho and Matteo Matteucci and Marco Ciccone and Kyle Kastner and Yoshua Bengio and Aaron C. Courville}, title = {ReSeg: {A} Recurrent Neural Network-Based Model for Semantic Segmentation}, booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2016, Las Vegas, NV, USA, June 26 - July 1, 2016}, pages = {426--433}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CVPRW.2016.60}, doi = {10.1109/CVPRW.2016.60}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/VisinRCMCKBC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LaurentPBZB16, author = {C{\'{e}}sar Laurent and Gabriel Pereyra and Philemon Brakel and Ying Zhang and Yoshua Bengio}, title = {Batch normalized recurrent neural networks}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {2657--2661}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472159}, doi = {10.1109/ICASSP.2016.7472159}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/LaurentPBZB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BahdanauCSBB16, author = {Dzmitry Bahdanau and Jan Chorowski and Dmitriy Serdyuk and Philemon Brakel and Yoshua Bengio}, title = {End-to-end attention-based large vocabulary speech recognition}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {4945--4949}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472618}, doi = {10.1109/ICASSP.2016.7472618}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BahdanauCSBB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ArjovskySB16, author = {Mart{\'{\i}}n Arjovsky and Amar Shah and Yoshua Bengio}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Unitary Evolution Recurrent Neural Networks}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {1120--1128}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/arjovsky16.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/icml/ArjovskySB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PezeshkiFBCB16, author = {Mohammad Pezeshki and Linxi Fan and Philemon Brakel and Aaron C. Courville and Yoshua Bengio}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Deconstructing the Ladder Network Architecture}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {2368--2376}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/pezeshki16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/PezeshkiFBCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BornscheinSFB16, author = {J{\"{o}}rg Bornschein and Samira Shabanian and Asja Fischer and Yoshua Bengio}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Bidirectional Helmholtz Machines}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {2511--2519}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/bornschein16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/BornscheinSFB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GulcehreMDB16, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Marcin Moczulski and Misha Denil and Yoshua Bengio}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Noisy Activation Functions}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {3059--3068}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/gulcehre16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GulcehreMDB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/ZhangPBZLBC16, author = {Ying Zhang and Mohammad Pezeshki and Phil{\'{e}}mon Brakel and Saizheng Zhang and C{\'{e}}sar Laurent and Yoshua Bengio and Aaron C. Courville}, editor = {Nelson Morgan}, title = {Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks}, booktitle = {Interspeech 2016, 17th Annual Conference of the International Speech Communication Association, San Francisco, CA, USA, September 8-12, 2016}, pages = {410--414}, publisher = {{ISCA}}, year = {2016}, url = {https://doi.org/10.21437/Interspeech.2016-1446}, doi = {10.21437/INTERSPEECH.2016-1446}, timestamp = {Mon, 26 Jun 2023 16:43:56 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/ZhangPBZLBC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/HavaeiGCB16, author = {Mohammad Havaei and Nicolas Guizard and Nicolas Chapados and Yoshua Bengio}, editor = {S{\'{e}}bastien Ourselin and Leo Joskowicz and Mert R. Sabuncu and G{\"{o}}zde B. {\"{U}}nal and William M. Wells III}, title = {HeMIS: Hetero-Modal Image Segmentation}, booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI} 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9901}, pages = {469--477}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46723-8\_54}, doi = {10.1007/978-3-319-46723-8\_54}, timestamp = {Fri, 08 Apr 2022 11:01:35 +0200}, biburl = {https://dblp.org/rec/conf/miccai/HavaeiGCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/FiratCB16, author = {Orhan Firat and Kyunghyun Cho and Yoshua Bengio}, editor = {Kevin Knight and Ani Nenkova and Owen Rambow}, title = {Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism}, booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, San Diego California, USA, June 12-17, 2016}, pages = {866--875}, publisher = {The Association for Computational Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/n16-1101}, doi = {10.18653/V1/N16-1101}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/FiratCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhangWCLMSB16, author = {Saizheng Zhang and Yuhuai Wu and Tong Che and Zhouhan Lin and Roland Memisevic and Ruslan Salakhutdinov and Yoshua Bengio}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Architectural Complexity Measures of Recurrent Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {1822--1830}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/860320be12a1c050cd7731794e231bd3-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZhangWCLMSB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WuZZBS16, author = {Yuhuai Wu and Saizheng Zhang and Ying Zhang and Yoshua Bengio and Ruslan Salakhutdinov}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {On Multiplicative Integration with Recurrent Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {2856--2864}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/f69e505b08403ad2298b9f262659929a-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WuZZBS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HubaraCSEB16, author = {Itay Hubara and Matthieu Courbariaux and Daniel Soudry and Ran El{-}Yaniv and Yoshua Bengio}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Binarized Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {4107--4115}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/d8330f857a17c53d217014ee776bfd50-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HubaraCSEB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GoyalLZZCB16, author = {Anirudh Goyal and Alex Lamb and Ying Zhang and Saizheng Zhang and Aaron C. Courville and Yoshua Bengio}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {Professor Forcing: {A} New Algorithm for Training Recurrent Networks}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {4601--4609}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/16026d60ff9b54410b3435b403afd226-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GoyalLZZCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slt/RavanelliBOB16, author = {Mirco Ravanelli and Philemon Brakel and Maurizio Omologo and Yoshua Bengio}, title = {Batch-normalized joint training for DNN-based distant speech recognition}, booktitle = {2016 {IEEE} Spoken Language Technology Workshop, {SLT} 2016, San Diego, CA, USA, December 13-16, 2016}, pages = {28--34}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/SLT.2016.7846241}, doi = {10.1109/SLT.2016.7846241}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/slt/RavanelliBOB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wmt/ChungCB16, author = {Junyoung Chung and Kyunghyun Cho and Yoshua Bengio}, title = {{NYU-MILA} Neural Machine Translation Systems for WMT'16}, booktitle = {Proceedings of the First Conference on Machine Translation, {WMT} 2016, colocated with {ACL} 2016, August 11-12, Berlin, Germany}, pages = {268--271}, publisher = {The Association for Computer Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/w16-2309}, doi = {10.18653/V1/W16-2309}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wmt/ChungCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/LinCMB15, author = {Zhouhan Lin and Matthieu Courbariaux and Roland Memisevic and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Neural Networks with Few Multiplications}, booktitle = {4th International Conference on Learning Representations, {ICLR} 2016, San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings}, year = {2016}, url = {http://arxiv.org/abs/1510.03009}, timestamp = {Wed, 17 Jul 2019 10:40:54 +0200}, biburl = {https://dblp.org/rec/journals/corr/LinCMB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iclr/2016, editor = {Yoshua Bengio and Yann LeCun}, title = {4th International Conference on Learning Representations, {ICLR} 2016, San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings}, year = {2016}, url = {https://iclr.cc/archive/www/doku.php\%3Fid=iclr2016:accepted-main.html}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/2016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FiratCB16, author = {Orhan Firat and KyungHyun Cho and Yoshua Bengio}, title = {Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism}, journal = {CoRR}, volume = {abs/1601.01073}, year = {2016}, url = {http://arxiv.org/abs/1601.01073}, eprinttype = {arXiv}, eprint = {1601.01073}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/FiratCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CourbariauxB16, author = {Matthieu Courbariaux and Yoshua Bengio}, title = {BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1}, journal = {CoRR}, volume = {abs/1602.02830}, year = {2016}, url = {http://arxiv.org/abs/1602.02830}, eprinttype = {arXiv}, eprint = {1602.02830}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CourbariauxB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ScellierB16, author = {Benjamin Scellier and Yoshua Bengio}, title = {Towards a Biologically Plausible Backprop}, journal = {CoRR}, volume = {abs/1602.05179}, year = {2016}, url = {http://arxiv.org/abs/1602.05179}, eprinttype = {arXiv}, eprint = {1602.05179}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ScellierB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangWCLMSB16, author = {Saizheng Zhang and Yuhuai Wu and Tong Che and Zhouhan Lin and Roland Memisevic and Ruslan Salakhutdinov and Yoshua Bengio}, title = {Architectural Complexity Measures of Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1602.08210}, year = {2016}, url = {http://arxiv.org/abs/1602.08210}, eprinttype = {arXiv}, eprint = {1602.08210}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhangWCLMSB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreMDB16, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Marcin Moczulski and Misha Denil and Yoshua Bengio}, title = {Noisy Activation Functions}, journal = {CoRR}, volume = {abs/1603.00391}, year = {2016}, url = {http://arxiv.org/abs/1603.00391}, eprinttype = {arXiv}, eprint = {1603.00391}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreMDB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChungCB16, author = {Junyoung Chung and Kyunghyun Cho and Yoshua Bengio}, title = {A Character-level Decoder without Explicit Segmentation for Neural Machine Translation}, journal = {CoRR}, volume = {abs/1603.06147}, year = {2016}, url = {http://arxiv.org/abs/1603.06147}, eprinttype = {arXiv}, eprint = {1603.06147}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChungCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SerbanGGACCB16, author = {Iulian Vlad Serban and Alberto Garc{\'{\i}}a{-}Dur{\'{a}}n and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Sungjin Ahn and Sarath Chandar and Aaron C. Courville and Yoshua Bengio}, title = {Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus}, journal = {CoRR}, volume = {abs/1603.06807}, year = {2016}, url = {http://arxiv.org/abs/1603.06807}, eprinttype = {arXiv}, eprint = {1603.06807}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SerbanGGACCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreANZB16, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Sungjin Ahn and Ramesh Nallapati and Bowen Zhou and Yoshua Bengio}, title = {Pointing the Unknown Words}, journal = {CoRR}, volume = {abs/1603.08148}, year = {2016}, url = {http://arxiv.org/abs/1603.08148}, eprinttype = {arXiv}, eprint = {1603.08148}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreANZB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Al-RfouAAa16, author = {Rami Al{-}Rfou and Guillaume Alain and Amjad Almahairi and Christof Angerm{\"{u}}ller and Dzmitry Bahdanau and Nicolas Ballas and Fr{\'{e}}d{\'{e}}ric Bastien and Justin Bayer and Anatoly Belikov and Alexander Belopolsky and Yoshua Bengio and Arnaud Bergeron and James Bergstra and Valentin Bisson and Josh Bleecher Snyder and Nicolas Bouchard and Nicolas Boulanger{-}Lewandowski and Xavier Bouthillier and Alexandre de Br{\'{e}}bisson and Olivier Breuleux and Pierre Luc Carrier and Kyunghyun Cho and Jan Chorowski and Paul F. Christiano and Tim Cooijmans and Marc{-}Alexandre C{\^{o}}t{\'{e}} and Myriam C{\^{o}}t{\'{e}} and Aaron C. Courville and Yann N. Dauphin and Olivier Delalleau and Julien Demouth and Guillaume Desjardins and Sander Dieleman and Laurent Dinh and Melanie Ducoffe and Vincent Dumoulin and Samira Ebrahimi Kahou and Dumitru Erhan and Ziye Fan and Orhan Firat and Mathieu Germain and Xavier Glorot and Ian J. Goodfellow and Matthew Graham and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Philippe Hamel and Iban Harlouchet and Jean{-}Philippe Heng and Bal{\'{a}}zs Hidasi and Sina Honari and Arjun Jain and S{\'{e}}bastien Jean and Kai Jia and Mikhail Korobov and Vivek Kulkarni and Alex Lamb and Pascal Lamblin and Eric Larsen and C{\'{e}}sar Laurent and Sean Lee and Simon Lefran{\c{c}}ois and Simon Lemieux and Nicholas L{\'{e}}onard and Zhouhan Lin and Jesse A. Livezey and Cory Lorenz and Jeremiah Lowin and Qianli Ma and Pierre{-}Antoine Manzagol and Olivier Mastropietro and Robert McGibbon and Roland Memisevic and Bart van Merri{\"{e}}nboer and Vincent Michalski and Mehdi Mirza and Alberto Orlandi and Christopher Joseph Pal and Razvan Pascanu and Mohammad Pezeshki and Colin Raffel and Daniel Renshaw and Matthew Rocklin and Adriana Romero and Markus Roth and Peter Sadowski and John Salvatier and Fran{\c{c}}ois Savard and Jan Schl{\"{u}}ter and John Schulman and Gabriel Schwartz and Iulian Vlad Serban and Dmitriy Serdyuk and Samira Shabanian and {\'{E}}tienne Simon and Sigurd Spieckermann and S. Ramana Subramanyam and Jakub Sygnowski and J{\'{e}}r{\'{e}}mie Tanguay and Gijs van Tulder and Joseph P. Turian and Sebastian Urban and Pascal Vincent and Francesco Visin and Harm de Vries and David Warde{-}Farley and Dustin J. Webb and Matthew Willson and Kelvin Xu and Lijun Xue and Li Yao and Saizheng Zhang and Ying Zhang}, title = {Theano: {A} Python framework for fast computation of mathematical expressions}, journal = {CoRR}, volume = {abs/1605.02688}, year = {2016}, url = {http://arxiv.org/abs/1605.02688}, eprinttype = {arXiv}, eprint = {1605.02688}, timestamp = {Thu, 30 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Al-RfouAAa16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SerbanSLCPCB16, author = {Iulian Vlad Serban and Alessandro Sordoni and Ryan Lowe and Laurent Charlin and Joelle Pineau and Aaron C. Courville and Yoshua Bengio}, title = {A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues}, journal = {CoRR}, volume = {abs/1605.06069}, year = {2016}, url = {http://arxiv.org/abs/1605.06069}, eprinttype = {arXiv}, eprint = {1605.06069}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SerbanSLCPCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChandarALVTB16, author = {Sarath Chandar and Sungjin Ahn and Hugo Larochelle and Pascal Vincent and Gerald Tesauro and Yoshua Bengio}, title = {Hierarchical Memory Networks}, journal = {CoRR}, volume = {abs/1605.07427}, year = {2016}, url = {http://arxiv.org/abs/1605.07427}, eprinttype = {arXiv}, eprint = {1605.07427}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChandarALVTB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SerbanKTTZBC16, author = {Iulian Vlad Serban and Tim Klinger and Gerald Tesauro and Kartik Talamadupula and Bowen Zhou and Yoshua Bengio and Aaron C. Courville}, title = {Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation}, journal = {CoRR}, volume = {abs/1606.00776}, year = {2016}, url = {http://arxiv.org/abs/1606.00776}, eprinttype = {arXiv}, eprint = {1606.00776}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SerbanKTTZBC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KruegerMKPBKGBL16, author = {David Krueger and Tegan Maharaj and J{\'{a}}nos Kram{\'{a}}r and Mohammad Pezeshki and Nicolas Ballas and Nan Rosemary Ke and Anirudh Goyal and Yoshua Bengio and Hugo Larochelle and Aaron C. Courville and Chris Pal}, title = {Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations}, journal = {CoRR}, volume = {abs/1606.01305}, year = {2016}, url = {http://arxiv.org/abs/1606.01305}, eprinttype = {arXiv}, eprint = {1606.01305}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KruegerMKPBKGBL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BengioSBSS16, author = {Yoshua Bengio and Benjamin Scellier and Olexa Bilaniuk and Jo{\~{a}}o Sacramento and Walter Senn}, title = {Feedforward Initialization for Fast Inference of Deep Generative Networks is biologically plausible}, journal = {CoRR}, volume = {abs/1606.01651}, year = {2016}, url = {http://arxiv.org/abs/1606.01651}, eprinttype = {arXiv}, eprint = {1606.01651}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BengioSBSS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SordoniBB16, author = {Alessandro Sordoni and Philip Bachman and Yoshua Bengio}, title = {Iterative Alternating Neural Attention for Machine Reading}, journal = {CoRR}, volume = {abs/1606.02245}, year = {2016}, url = {http://arxiv.org/abs/1606.02245}, eprinttype = {arXiv}, eprint = {1606.02245}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SordoniBB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KimB16, author = {Taesup Kim and Yoshua Bengio}, title = {Deep Directed Generative Models with Energy-Based Probability Estimation}, journal = {CoRR}, volume = {abs/1606.03439}, year = {2016}, url = {http://arxiv.org/abs/1606.03439}, eprinttype = {arXiv}, eprint = {1606.03439}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KimB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangBL16, author = {Xu{-}Yao Zhang and Yoshua Bengio and Cheng{-}Lin Liu}, title = {Online and Offline Handwritten Chinese Character Recognition: {A} Comprehensive Study and New Benchmark}, journal = {CoRR}, volume = {abs/1606.05763}, year = {2016}, url = {http://arxiv.org/abs/1606.05763}, eprinttype = {arXiv}, eprint = {1606.05763}, timestamp = {Tue, 16 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ZhangBL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangYZLB16, author = {Xu{-}Yao Zhang and Fei Yin and Yan{-}Ming Zhang and Cheng{-}Lin Liu and Yoshua Bengio}, title = {Drawing and Recognizing Chinese Characters with Recurrent Neural Network}, journal = {CoRR}, volume = {abs/1606.06539}, year = {2016}, url = {http://arxiv.org/abs/1606.06539}, eprinttype = {arXiv}, eprint = {1606.06539}, timestamp = {Tue, 16 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ZhangYZLB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WuZZBS16, author = {Yuhuai Wu and Saizheng Zhang and Ying Zhang and Yoshua Bengio and Ruslan Salakhutdinov}, title = {On Multiplicative Integration with Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1606.06630}, year = {2016}, url = {http://arxiv.org/abs/1606.06630}, eprinttype = {arXiv}, eprint = {1606.06630}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WuZZBS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreCCB16, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Sarath Chandar and Kyunghyun Cho and Yoshua Bengio}, title = {Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes}, journal = {CoRR}, volume = {abs/1607.00036}, year = {2016}, url = {http://arxiv.org/abs/1607.00036}, eprinttype = {arXiv}, eprint = {1607.00036}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreCCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChoiCB16, author = {Heeyoul Choi and Kyunghyun Cho and Yoshua Bengio}, title = {Context-Dependent Word Representation for Neural Machine Translation}, journal = {CoRR}, volume = {abs/1607.00578}, year = {2016}, url = {http://arxiv.org/abs/1607.00578}, eprinttype = {arXiv}, eprint = {1607.00578}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChoiCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HavaeiGCB16, author = {Mohammad Havaei and Nicolas Guizard and Nicolas Chapados and Yoshua Bengio}, title = {HeMIS: Hetero-Modal Image Segmentation}, journal = {CoRR}, volume = {abs/1607.05194}, year = {2016}, url = {http://arxiv.org/abs/1607.05194}, eprinttype = {arXiv}, eprint = {1607.05194}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HavaeiGCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BahdanauBXGLPCB16, author = {Dzmitry Bahdanau and Philemon Brakel and Kelvin Xu and Anirudh Goyal and Ryan Lowe and Joelle Pineau and Aaron C. Courville and Yoshua Bengio}, title = {An Actor-Critic Algorithm for Sequence Prediction}, journal = {CoRR}, volume = {abs/1607.07086}, year = {2016}, url = {http://arxiv.org/abs/1607.07086}, eprinttype = {arXiv}, eprint = {1607.07086}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BahdanauBXGLPCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AhnCPB16, author = {Sungjin Ahn and Heeyoul Choi and Tanel P{\"{a}}rnamaa and Yoshua Bengio}, title = {A Neural Knowledge Language Model}, journal = {CoRR}, volume = {abs/1608.00318}, year = {2016}, url = {http://arxiv.org/abs/1608.00318}, eprinttype = {arXiv}, eprint = {1608.00318}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AhnCPB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreMVB16, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Marcin Moczulski and Francesco Visin and Yoshua Bengio}, title = {Mollifying Networks}, journal = {CoRR}, volume = {abs/1608.04980}, year = {2016}, url = {http://arxiv.org/abs/1608.04980}, eprinttype = {arXiv}, eprint = {1608.04980}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreMVB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/OttLZLB16, author = {Joachim Ott and Zhouhan Lin and Ying Zhang and Shih{-}Chii Liu and Yoshua Bengio}, title = {Recurrent Neural Networks With Limited Numerical Precision}, journal = {CoRR}, volume = {abs/1608.06902}, year = {2016}, url = {http://arxiv.org/abs/1608.06902}, eprinttype = {arXiv}, eprint = {1608.06902}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/OttLZLB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChungAB16, author = {Junyoung Chung and Sungjin Ahn and Yoshua Bengio}, title = {Hierarchical Multiscale Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1609.01704}, year = {2016}, url = {http://arxiv.org/abs/1609.01704}, eprinttype = {arXiv}, eprint = {1609.01704}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChungAB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HubaraCSEB16, author = {Itay Hubara and Matthieu Courbariaux and Daniel Soudry and Ran El{-}Yaniv and Yoshua Bengio}, title = {Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations}, journal = {CoRR}, volume = {abs/1609.07061}, year = {2016}, url = {http://arxiv.org/abs/1609.07061}, eprinttype = {arXiv}, eprint = {1609.07061}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HubaraCSEB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AlainB16, author = {Guillaume Alain and Yoshua Bengio}, title = {Understanding intermediate layers using linear classifier probes}, journal = {CoRR}, volume = {abs/1610.01644}, year = {2016}, url = {http://arxiv.org/abs/1610.01644}, eprinttype = {arXiv}, eprint = {1610.01644}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AlainB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LambGZZCB16, author = {Alex Lamb and Anirudh Goyal and Ying Zhang and Saizheng Zhang and Aaron C. Courville and Yoshua Bengio}, title = {Professor Forcing: {A} New Algorithm for Training Recurrent Networks}, journal = {CoRR}, volume = {abs/1610.09038}, year = {2016}, url = {http://arxiv.org/abs/1610.09038}, eprinttype = {arXiv}, eprint = {1610.09038}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LambGZZCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/OttLZLB16a, author = {Joachim Ott and Zhouhan Lin and Ying Zhang and Shih{-}Chii Liu and Yoshua Bengio}, title = {Recurrent Neural Networks With Limited Numerical Precision}, journal = {CoRR}, volume = {abs/1611.07065}, year = {2016}, url = {http://arxiv.org/abs/1611.07065}, eprinttype = {arXiv}, eprint = {1611.07065}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/OttLZLB16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JegouDVRB16, author = {Simon J{\'{e}}gou and Michal Drozdzal and David V{\'{a}}zquez and Adriana Romero and Yoshua Bengio}, title = {The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation}, journal = {CoRR}, volume = {abs/1611.09326}, year = {2016}, url = {http://arxiv.org/abs/1611.09326}, eprinttype = {arXiv}, eprint = {1611.09326}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JegouDVRB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RomeroCESADLDHB16, author = {Adriana Romero and Pierre Luc Carrier and Akram Erraqabi and Tristan Sylvain and Alex Auvolat and Etienne Dejoie and Marc{-}Andr{\'{e}} Legault and Marie{-}Pierre Dub{\'{e}} and Julie G. Hussin and Yoshua Bengio}, title = {Diet Networks: Thin Parameters for Fat Genomic}, journal = {CoRR}, volume = {abs/1611.09340}, year = {2016}, url = {http://arxiv.org/abs/1611.09340}, eprinttype = {arXiv}, eprint = {1611.09340}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/RomeroCESADLDHB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/NguyenYBDC16, author = {Anh Nguyen and Jason Yosinski and Yoshua Bengio and Alexey Dosovitskiy and Jeff Clune}, title = {Plug {\&} Play Generative Networks: Conditional Iterative Generation of Images in Latent Space}, journal = {CoRR}, volume = {abs/1612.00005}, year = {2016}, url = {http://arxiv.org/abs/1612.00005}, eprinttype = {arXiv}, eprint = {1612.00005}, timestamp = {Mon, 09 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/NguyenYBDC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SerdyukABRTB16, author = {Dmitriy Serdyuk and Kartik Audhkhasi and Philemon Brakel and Bhuvana Ramabhadran and Samuel Thomas and Yoshua Bengio}, title = {Invariant Representations for Noisy Speech Recognition}, journal = {CoRR}, volume = {abs/1612.01928}, year = {2016}, url = {http://arxiv.org/abs/1612.01928}, eprinttype = {arXiv}, eprint = {1612.01928}, timestamp = {Fri, 03 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SerdyukABRTB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CheLJBL16, author = {Tong Che and Yanran Li and Athul Paul Jacob and Yoshua Bengio and Wenjie Li}, title = {Mode Regularized Generative Adversarial Networks}, journal = {CoRR}, volume = {abs/1612.02136}, year = {2016}, url = {http://arxiv.org/abs/1612.02136}, eprinttype = {arXiv}, eprint = {1612.02136}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/CheLJBL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MirzaCB16, author = {Mehdi Mirza and Aaron C. Courville and Yoshua Bengio}, title = {Generalizable Features From Unsupervised Learning}, journal = {CoRR}, volume = {abs/1612.03809}, year = {2016}, url = {http://arxiv.org/abs/1612.03809}, eprinttype = {arXiv}, eprint = {1612.03809}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MirzaCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MongiaKEB16, author = {Mihir Mongia and Kundan Kumar and Akram Erraqabi and Yoshua Bengio}, title = {On Random Weights for Texture Generation in One Layer Neural Networks}, journal = {CoRR}, volume = {abs/1612.06070}, year = {2016}, url = {http://arxiv.org/abs/1612.06070}, eprinttype = {arXiv}, eprint = {1612.06070}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/MongiaKEB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MehriKGKJSCB16, author = {Soroush Mehri and Kundan Kumar and Ishaan Gulrajani and Rithesh Kumar and Shubham Jain and Jose Sotelo and Aaron C. Courville and Yoshua Bengio}, title = {SampleRNN: An Unconditional End-to-End Neural Audio Generation Model}, journal = {CoRR}, volume = {abs/1612.07837}, year = {2016}, url = {http://arxiv.org/abs/1612.07837}, eprinttype = {arXiv}, eprint = {1612.07837}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MehriKGKJSCB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nature/LeCunBH15, author = {Yann LeCun and Yoshua Bengio and Geoffrey E. Hinton}, title = {Deep learning}, journal = {Nat.}, volume = {521}, number = {7553}, pages = {436--444}, year = {2015}, url = {https://doi.org/10.1038/nature14539}, doi = {10.1038/NATURE14539}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nature/LeCunBH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/BengioL15, author = {Yoshua Bengio and Honglak Lee}, title = {Editorial introduction to the Neural Networks special issue on Deep Learning of Representations}, journal = {Neural Networks}, volume = {64}, pages = {1--3}, year = {2015}, url = {https://doi.org/10.1016/j.neunet.2014.12.006}, doi = {10.1016/J.NEUNET.2014.12.006}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/BengioL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/GoodfellowECCMH15, author = {Ian J. Goodfellow and Dumitru Erhan and Pierre Luc Carrier and Aaron C. Courville and Mehdi Mirza and Benjamin Hamner and William Cukierski and Yichuan Tang and David Thaler and Dong{-}Hyun Lee and Yingbo Zhou and Chetan Ramaiah and Fangxiang Feng and Ruifan Li and Xiaojie Wang and Dimitris Athanasakis and John Shawe{-}Taylor and Maxim Milakov and John Park and Radu Tudor Ionescu and Marius Popescu and Cristian Grozea and James Bergstra and Jingjing Xie and Lukasz Romaszko and Bing Xu and Zhang Chuang and Yoshua Bengio}, title = {Challenges in representation learning: {A} report on three machine learning contests}, journal = {Neural Networks}, volume = {64}, pages = {59--63}, year = {2015}, url = {https://doi.org/10.1016/j.neunet.2014.09.005}, doi = {10.1016/J.NEUNET.2014.09.005}, timestamp = {Mon, 15 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/GoodfellowECCMH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/taslp/MesnilDYBDHHHTY15, author = {Gr{\'{e}}goire Mesnil and Yann N. Dauphin and Kaisheng Yao and Yoshua Bengio and Li Deng and Dilek Hakkani{-}T{\"{u}}r and Xiaodong He and Larry P. Heck and G{\"{o}}khan T{\"{u}}r and Dong Yu and Geoffrey Zweig}, title = {Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding}, journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.}, volume = {23}, number = {3}, pages = {530--539}, year = {2015}, url = {https://doi.org/10.1109/TASLP.2014.2383614}, doi = {10.1109/TASLP.2014.2383614}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/taslp/MesnilDYBDHHHTY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/ChoCB15, author = {Kyunghyun Cho and Aaron C. Courville and Yoshua Bengio}, title = {Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks}, journal = {{IEEE} Trans. Multim.}, volume = {17}, number = {11}, pages = {1875--1886}, year = {2015}, url = {https://doi.org/10.1109/TMM.2015.2477044}, doi = {10.1109/TMM.2015.2477044}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/ChoCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/JeanCMB15, author = {S{\'{e}}bastien Jean and KyungHyun Cho and Roland Memisevic and Yoshua Bengio}, title = {On Using Very Large Target Vocabulary for Neural Machine Translation}, booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, {ACL} 2015, July 26-31, 2015, Beijing, China, Volume 1: Long Papers}, pages = {1--10}, publisher = {The Association for Computer Linguistics}, year = {2015}, url = {https://doi.org/10.3115/v1/p15-1001}, doi = {10.3115/V1/P15-1001}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/JeanCMB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acpr/Bengio15, author = {Yoshua Bengio}, title = {{IAPR} keynote lecture {IV:} Deep learning}, booktitle = {3rd {IAPR} Asian Conference on Pattern Recognition, {ACPR} 2015, Kuala Lumpur, Malaysia, November 3-6, 2015}, pages = {xx}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ACPR.2015.7486451}, doi = {10.1109/ACPR.2015.7486451}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/acpr/Bengio15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/SordoniBVLSN15, author = {Alessandro Sordoni and Yoshua Bengio and Hossein Vahabi and Christina Lioma and Jakob Grue Simonsen and Jian{-}Yun Nie}, editor = {James Bailey and Alistair Moffat and Charu C. Aggarwal and Maarten de Rijke and Ravi Kumar and Vanessa Murdock and Timos K. Sellis and Jeffrey Xu Yu}, title = {A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion}, booktitle = {Proceedings of the 24th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia, October 19 - 23, 2015}, pages = {553--562}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2806416.2806493}, doi = {10.1145/2806416.2806493}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/SordoniBVLSN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GouwsBC15, author = {Stephan Gouws and Yoshua Bengio and Greg Corrado}, editor = {Francis R. Bach and David M. Blei}, title = {BilBOWA: Fast Bilingual Distributed Representations without Word Alignments}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning, {ICML} 2015, Lille, France, 6-11 July 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {37}, pages = {748--756}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v37/gouws15.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/GouwsBC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XuBKCCSZB15, author = {Kelvin Xu and Jimmy Ba and Ryan Kiros and Kyunghyun Cho and Aaron C. Courville and Ruslan Salakhutdinov and Richard S. Zemel and Yoshua Bengio}, editor = {Francis R. Bach and David M. Blei}, title = {Show, Attend and Tell: Neural Image Caption Generation with Visual Attention}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning, {ICML} 2015, Lille, France, 6-11 July 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {37}, pages = {2048--2057}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v37/xuc15.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/XuBKCCSZB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChungGCB15, author = {Junyoung Chung and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Kyunghyun Cho and Yoshua Bengio}, editor = {Francis R. Bach and David M. Blei}, title = {Gated Feedback Recurrent Neural Networks}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning, {ICML} 2015, Lille, France, 6-11 July 2015}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {37}, pages = {2067--2075}, publisher = {JMLR.org}, year = {2015}, url = {http://proceedings.mlr.press/v37/chung15.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChungGCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChorowskiBSCB15, author = {Jan Chorowski and Dzmitry Bahdanau and Dmitriy Serdyuk and Kyunghyun Cho and Yoshua Bengio}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Attention-Based Models for Speech Recognition}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {577--585}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/1068c6e4c8051cfd4e9ea8072e3189e2-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ChorowskiBSCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DauphinVB15, author = {Yann N. Dauphin and Harm de Vries and Yoshua Bengio}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Equilibrated adaptive learning rates for non-convex optimization}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {1504--1512}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/430c3626b879b4005d41b8a46172e0c0-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DauphinVB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChungKDGCB15, author = {Junyoung Chung and Kyle Kastner and Laurent Dinh and Kratarth Goel and Aaron C. Courville and Yoshua Bengio}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {A Recurrent Latent Variable Model for Sequential Data}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {2980--2988}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/b618c3210e934362ac261db280128c22-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChungKDGCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CourbariauxBD15, author = {Matthieu Courbariaux and Yoshua Bengio and Jean{-}Pierre David}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {BinaryConnect: Training Deep Neural Networks with binary weights during propagations}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {3123--3131}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/3e15cc11f979ed25912dff5b0669f2cd-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CourbariauxBD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/BrebissonSAVB15, author = {Alexandre de Br{\'{e}}bisson and {\'{E}}tienne Simon and Alex Auvolat and Pascal Vincent and Yoshua Bengio}, editor = {Adolfo Mart{\'{\i}}nez Us{\'{o}} and Jo{\~{a}}o Mendes{-}Moreira and Lu{\'{\i}}s Moreira{-}Matias and Meelis Kull and Nicolas Lachiche}, title = {Artificial Neural Networks Applied to Taxi Destination Prediction}, booktitle = {Proceedings of the {ECML/PKDD} 2015 Discovery Challenges co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases {(ECML-PKDD} 2015), Porto, Portugal, September 7-11, 2015}, series = {{CEUR} Workshop Proceedings}, volume = {1526}, publisher = {CEUR-WS.org}, year = {2015}, url = {https://ceur-ws.org/Vol-1526/paper21.pdf}, timestamp = {Mon, 03 Apr 2023 18:25:50 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/BrebissonSAVB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/LeeZFB15, author = {Dong{-}Hyun Lee and Saizheng Zhang and Asja Fischer and Yoshua Bengio}, editor = {Annalisa Appice and Pedro Pereira Rodrigues and V{\'{\i}}tor Santos Costa and Carlos Soares and Jo{\~{a}}o Gama and Al{\'{\i}}pio Jorge}, title = {Difference Target Propagation}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9284}, pages = {498--515}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23528-8\_31}, doi = {10.1007/978-3-319-23528-8\_31}, timestamp = {Mon, 30 Nov 2020 08:47:26 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/LeeZFB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wmt/JeanFCMB15, author = {S{\'{e}}bastien Jean and Orhan Firat and Kyunghyun Cho and Roland Memisevic and Yoshua Bengio}, title = {Montreal Neural Machine Translation Systems for WMT'15}, booktitle = {Proceedings of the Tenth Workshop on Statistical Machine Translation, WMT@EMNLP 2015, 17-18 September 2015, Lisbon, Portugal}, pages = {134--140}, publisher = {The Association for Computer Linguistics}, year = {2015}, url = {https://doi.org/10.18653/v1/w15-3014}, doi = {10.18653/V1/W15-3014}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wmt/JeanFCMB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/BahdanauCB14, author = {Dzmitry Bahdanau and Kyunghyun Cho and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Neural Machine Translation by Jointly Learning to Align and Translate}, booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings}, year = {2015}, url = {http://arxiv.org/abs/1409.0473}, timestamp = {Wed, 17 Jul 2019 10:40:54 +0200}, biburl = {https://dblp.org/rec/journals/corr/BahdanauCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/BornscheinB14, author = {J{\"{o}}rg Bornschein and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Reweighted Wake-Sleep}, booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings}, year = {2015}, url = {http://arxiv.org/abs/1406.2751}, timestamp = {Fri, 29 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/BornscheinB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/CourbariauxBD14, author = {Matthieu Courbariaux and Yoshua Bengio and Jean{-}Pierre David}, editor = {Yoshua Bengio and Yann LeCun}, title = {Low precision arithmetic for deep learning}, booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings}, year = {2015}, url = {http://arxiv.org/abs/1412.7024}, timestamp = {Wed, 17 Jul 2019 10:40:54 +0200}, biburl = {https://dblp.org/rec/journals/corr/CourbariauxBD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/DinhKB14, author = {Laurent Dinh and David Krueger and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {{NICE:} Non-linear Independent Components Estimation}, booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings}, year = {2015}, url = {http://arxiv.org/abs/1410.8516}, timestamp = {Fri, 29 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/DinhKB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/HillCJDB14a, author = {Felix Hill and Kyunghyun Cho and S{\'{e}}bastien Jean and Coline Devin and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Embedding Word Similarity with Neural Machine Translation}, booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings}, year = {2015}, url = {http://arxiv.org/abs/1412.6448}, timestamp = {Fri, 29 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/HillCJDB14a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/LeeZBB14, author = {Dong{-}Hyun Lee and Saizheng Zhang and Antoine Biard and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Target Propagation}, booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings}, year = {2015}, url = {http://arxiv.org/abs/1412.7525}, timestamp = {Fri, 29 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/LeeZBB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/MesnilMRB14, author = {Gr{\'{e}}goire Mesnil and Tom{\'{a}}s Mikolov and Marc'Aurelio Ranzato and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews}, booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings}, year = {2015}, url = {http://arxiv.org/abs/1412.5335}, timestamp = {Mon, 28 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/MesnilMRB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/RomeroBKCGB14, author = {Adriana Romero and Nicolas Ballas and Samira Ebrahimi Kahou and Antoine Chassang and Carlo Gatta and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {FitNets: Hints for Thin Deep Nets}, booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings}, year = {2015}, url = {http://arxiv.org/abs/1412.6550}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RomeroBKCGB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iclr/2015, editor = {Yoshua Bengio and Yann LeCun}, title = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings}, year = {2015}, url = {https://iclr.cc/archive/www/doku.php\%3Fid=iclr2015:accepted-main.html}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/2015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iclr/2015w, editor = {Yoshua Bengio and Yann LeCun}, title = {3rd International Conference on Learning Representations, {ICLR} 2015, San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings}, year = {2015}, url = {https://iclr.cc/archive/www/doku.php\%3Fid=iclr2015:accepted-main.html}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/2015w.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChungGCB15, author = {Junyoung Chung and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and KyungHyun Cho and Yoshua Bengio}, title = {Gated Feedback Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1502.02367}, year = {2015}, url = {http://arxiv.org/abs/1502.02367}, eprinttype = {arXiv}, eprint = {1502.02367}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChungGCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XuBKCCSZB15, author = {Kelvin Xu and Jimmy Ba and Ryan Kiros and Kyunghyun Cho and Aaron C. Courville and Ruslan Salakhutdinov and Richard S. Zemel and Yoshua Bengio}, title = {Show, Attend and Tell: Neural Image Caption Generation with Visual Attention}, journal = {CoRR}, volume = {abs/1502.03044}, year = {2015}, url = {http://arxiv.org/abs/1502.03044}, eprinttype = {arXiv}, eprint = {1502.03044}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/XuBKCCSZB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BengioLBL15, author = {Yoshua Bengio and Dong{-}Hyun Lee and J{\"{o}}rg Bornschein and Zhouhan Lin}, title = {Towards Biologically Plausible Deep Learning}, journal = {CoRR}, volume = {abs/1502.04156}, year = {2015}, url = {http://arxiv.org/abs/1502.04156}, eprinttype = {arXiv}, eprint = {1502.04156}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BengioLBL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DauphinVCB15, author = {Yann N. Dauphin and Harm de Vries and Junyoung Chung and Yoshua Bengio}, title = {RMSProp and equilibrated adaptive learning rates for non-convex optimization}, journal = {CoRR}, volume = {abs/1502.04390}, year = {2015}, url = {http://arxiv.org/abs/1502.04390}, eprinttype = {arXiv}, eprint = {1502.04390}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DauphinVCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KahouBLGMKJFDBF15, author = {Samira Ebrahimi Kahou and Xavier Bouthillier and Pascal Lamblin and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Vincent Michalski and Kishore Reddy Konda and S{\'{e}}bastien Jean and Pierre Froumenty and Yann N. Dauphin and Nicolas Boulanger{-}Lewandowski and Raul Chandias Ferrari and Mehdi Mirza and David Warde{-}Farley and Aaron C. Courville and Pascal Vincent and Roland Memisevic and Christopher J. Pal and Yoshua Bengio}, title = {EmoNets: Multimodal deep learning approaches for emotion recognition in video}, journal = {CoRR}, volume = {abs/1503.01800}, year = {2015}, url = {http://arxiv.org/abs/1503.01800}, eprinttype = {arXiv}, eprint = {1503.01800}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KahouBLGMKJFDBF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreFXCBLBS15, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Orhan Firat and Kelvin Xu and Kyunghyun Cho and Lo{\"{\i}}c Barrault and Huei{-}Chi Lin and Fethi Bougares and Holger Schwenk and Yoshua Bengio}, title = {On Using Monolingual Corpora in Neural Machine Translation}, journal = {CoRR}, volume = {abs/1503.03535}, year = {2015}, url = {http://arxiv.org/abs/1503.03535}, eprinttype = {arXiv}, eprint = {1503.03535}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreFXCBLBS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AlainBYYTZV15, author = {Guillaume Alain and Yoshua Bengio and Li Yao and Jason Yosinski and Eric Thibodeau{-}Laufer and Saizheng Zhang and Pascal Vincent}, title = {GSNs : Generative Stochastic Networks}, journal = {CoRR}, volume = {abs/1503.05571}, year = {2015}, url = {http://arxiv.org/abs/1503.05571}, eprinttype = {arXiv}, eprint = {1503.05571}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AlainBYYTZV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HillCKB15, author = {Felix Hill and Kyunghyun Cho and Anna Korhonen and Yoshua Bengio}, title = {Learning to Understand Phrases by Embedding the Dictionary}, journal = {CoRR}, volume = {abs/1504.00548}, year = {2015}, url = {http://arxiv.org/abs/1504.00548}, eprinttype = {arXiv}, eprint = {1504.00548}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HillCKB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/VisinKCMCB15, author = {Francesco Visin and Kyle Kastner and Kyunghyun Cho and Matteo Matteucci and Aaron C. Courville and Yoshua Bengio}, title = {ReNet: {A} Recurrent Neural Network Based Alternative to Convolutional Networks}, journal = {CoRR}, volume = {abs/1505.00393}, year = {2015}, url = {http://arxiv.org/abs/1505.00393}, eprinttype = {arXiv}, eprint = {1505.00393}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/VisinKCMCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HavaeiDWBCBPJL15, author = {Mohammad Havaei and Axel Davy and David Warde{-}Farley and Antoine Biard and Aaron C. Courville and Yoshua Bengio and Chris Pal and Pierre{-}Marc Jodoin and Hugo Larochelle}, title = {Brain Tumor Segmentation with Deep Neural Networks}, journal = {CoRR}, volume = {abs/1505.03540}, year = {2015}, url = {http://arxiv.org/abs/1505.03540}, eprinttype = {arXiv}, eprint = {1505.03540}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HavaeiDWBCBPJL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MerrienboerBDSW15, author = {Bart van Merri{\"{e}}nboer and Dzmitry Bahdanau and Vincent Dumoulin and Dmitriy Serdyuk and David Warde{-}Farley and Jan Chorowski and Yoshua Bengio}, title = {Blocks and Fuel: Frameworks for deep learning}, journal = {CoRR}, volume = {abs/1506.00619}, year = {2015}, url = {http://arxiv.org/abs/1506.00619}, eprinttype = {arXiv}, eprint = {1506.00619}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MerrienboerBDSW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChungKDGCB15, author = {Junyoung Chung and Kyle Kastner and Laurent Dinh and Kratarth Goel and Aaron C. Courville and Yoshua Bengio}, title = {A Recurrent Latent Variable Model for Sequential Data}, journal = {CoRR}, volume = {abs/1506.02216}, year = {2015}, url = {http://arxiv.org/abs/1506.02216}, eprinttype = {arXiv}, eprint = {1506.02216}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChungKDGCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BornscheinSFB15, author = {J{\"{o}}rg Bornschein and Samira Shabanian and Asja Fischer and Yoshua Bengio}, title = {Training opposing directed models using geometric mean matching}, journal = {CoRR}, volume = {abs/1506.03877}, year = {2015}, url = {http://arxiv.org/abs/1506.03877}, eprinttype = {arXiv}, eprint = {1506.03877}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BornscheinSFB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChorowskiBSCB15, author = {Jan Chorowski and Dzmitry Bahdanau and Dmitriy Serdyuk and KyungHyun Cho and Yoshua Bengio}, title = {Attention-Based Models for Speech Recognition}, journal = {CoRR}, volume = {abs/1506.07503}, year = {2015}, url = {http://arxiv.org/abs/1506.07503}, eprinttype = {arXiv}, eprint = {1506.07503}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChorowskiBSCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChoCB15, author = {KyungHyun Cho and Aaron C. Courville and Yoshua Bengio}, title = {Describing Multimedia Content using Attention-based Encoder-Decoder Networks}, journal = {CoRR}, volume = {abs/1507.01053}, year = {2015}, url = {http://arxiv.org/abs/1507.01053}, eprinttype = {arXiv}, eprint = {1507.01053}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChoCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SordoniBVLSN15, author = {Alessandro Sordoni and Yoshua Bengio and Hossein Vahabi and Christina Lioma and Jakob Grue Simonsen and Jian{-}Yun Nie}, title = {A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestion}, journal = {CoRR}, volume = {abs/1507.02221}, year = {2015}, url = {http://arxiv.org/abs/1507.02221}, eprinttype = {arXiv}, eprint = {1507.02221}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SordoniBVLSN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SerbanSBCP15, author = {Iulian Vlad Serban and Alessandro Sordoni and Yoshua Bengio and Aaron C. Courville and Joelle Pineau}, title = {Hierarchical Neural Network Generative Models for Movie Dialogues}, journal = {CoRR}, volume = {abs/1507.04808}, year = {2015}, url = {http://arxiv.org/abs/1507.04808}, eprinttype = {arXiv}, eprint = {1507.04808}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SerbanSBCP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BrebissonSAVB15, author = {Alexandre de Br{\'{e}}bisson and {\'{E}}tienne Simon and Alex Auvolat and Pascal Vincent and Yoshua Bengio}, title = {Artificial Neural Networks Applied to Taxi Destination Prediction}, journal = {CoRR}, volume = {abs/1508.00021}, year = {2015}, url = {http://arxiv.org/abs/1508.00021}, eprinttype = {arXiv}, eprint = {1508.00021}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/BrebissonSAVB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BahdanauCSBB15, author = {Dzmitry Bahdanau and Jan Chorowski and Dmitriy Serdyuk and Philemon Brakel and Yoshua Bengio}, title = {End-to-End Attention-based Large Vocabulary Speech Recognition}, journal = {CoRR}, volume = {abs/1508.04395}, year = {2015}, url = {http://arxiv.org/abs/1508.04395}, eprinttype = {arXiv}, eprint = {1508.04395}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BahdanauCSBB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BengioMFZW15, author = {Yoshua Bengio and Thomas Mesnard and Asja Fischer and Saizheng Zhang and Yuhai Wu}, title = {An objective function for {STDP}}, journal = {CoRR}, volume = {abs/1509.05936}, year = {2015}, url = {http://arxiv.org/abs/1509.05936}, eprinttype = {arXiv}, eprint = {1509.05936}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BengioMFZW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LaurentPBZB15, author = {C{\'{e}}sar Laurent and Gabriel Pereyra and Philemon Brakel and Ying Zhang and Yoshua Bengio}, title = {Batch Normalized Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1510.01378}, year = {2015}, url = {http://arxiv.org/abs/1510.01378}, eprinttype = {arXiv}, eprint = {1510.01378}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LaurentPBZB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Bengio15, author = {Yoshua Bengio}, title = {Early Inference in Energy-Based Models Approximates Back-Propagation}, journal = {CoRR}, volume = {abs/1510.02777}, year = {2015}, url = {http://arxiv.org/abs/1510.02777}, eprinttype = {arXiv}, eprint = {1510.02777}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Bengio15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/CourbariauxBD15, author = {Matthieu Courbariaux and Yoshua Bengio and Jean{-}Pierre David}, title = {BinaryConnect: Training Deep Neural Networks with binary weights during propagations}, journal = {CoRR}, volume = {abs/1511.00363}, year = {2015}, url = {http://arxiv.org/abs/1511.00363}, eprinttype = {arXiv}, eprint = {1511.00363}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/CourbariauxBD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YaoBCSB15, author = {Li Yao and Nicolas Ballas and KyungHyun Cho and John R. Smith and Yoshua Bengio}, title = {Trainable performance upper bounds for image and video captioning}, journal = {CoRR}, volume = {abs/1511.04590}, year = {2015}, url = {http://arxiv.org/abs/1511.04590}, eprinttype = {arXiv}, eprint = {1511.04590}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YaoBCSB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ImAMB15, author = {Daniel Jiwoong Im and Sungjin Ahn and Roland Memisevic and Yoshua Bengio}, title = {Denoising Criterion for Variational Auto-Encoding Framework}, journal = {CoRR}, volume = {abs/1511.06406}, year = {2015}, url = {http://arxiv.org/abs/1511.06406}, eprinttype = {arXiv}, eprint = {1511.06406}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ImAMB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PezeshkiFBCB15, author = {Mohammad Pezeshki and Linxi Fan and Philemon Brakel and Aaron C. Courville and Yoshua Bengio}, title = {Deconstructing the Ladder Network Architecture}, journal = {CoRR}, volume = {abs/1511.06430}, year = {2015}, url = {http://arxiv.org/abs/1511.06430}, eprinttype = {arXiv}, eprint = {1511.06430}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PezeshkiFBCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BahdanauSBKCCB15, author = {Dzmitry Bahdanau and Dmitriy Serdyuk and Philemon Brakel and Nan Rosemary Ke and Jan Chorowski and Aaron C. Courville and Yoshua Bengio}, title = {Task Loss Estimation for Sequence Prediction}, journal = {CoRR}, volume = {abs/1511.06456}, year = {2015}, url = {http://arxiv.org/abs/1511.06456}, eprinttype = {arXiv}, eprint = {1511.06456}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BahdanauSBKCCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ArjovskySB15, author = {Mart{\'{\i}}n Arjovsky and Amar Shah and Yoshua Bengio}, title = {Unitary Evolution Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1511.06464}, year = {2015}, url = {http://arxiv.org/abs/1511.06464}, eprinttype = {arXiv}, eprint = {1511.06464}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ArjovskySB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AlainLSCB15, author = {Guillaume Alain and Alex Lamb and Chinnadhurai Sankar and Aaron C. Courville and Yoshua Bengio}, title = {Variance Reduction in {SGD} by Distributed Importance Sampling}, journal = {CoRR}, volume = {abs/1511.06481}, year = {2015}, url = {http://arxiv.org/abs/1511.06481}, eprinttype = {arXiv}, eprint = {1511.06481}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AlainLSCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/VisinKCBMC15, author = {Francesco Visin and Kyle Kastner and Aaron C. Courville and Yoshua Bengio and Matteo Matteucci and KyungHyun Cho}, title = {ReSeg: {A} Recurrent Neural Network for Object Segmentation}, journal = {CoRR}, volume = {abs/1511.07053}, year = {2015}, url = {http://arxiv.org/abs/1511.07053}, eprinttype = {arXiv}, eprint = {1511.07053}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/VisinKCBMC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bc/RivestKB14, author = {Fran{\c{c}}ois Rivest and John Kalaska and Yoshua Bengio}, title = {Conditioning and time representation in long short-term memory networks}, journal = {Biol. Cybern.}, volume = {108}, number = {1}, pages = {23--48}, year = {2014}, url = {https://doi.org/10.1007/s00422-013-0575-1}, doi = {10.1007/S00422-013-0575-1}, timestamp = {Thu, 17 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bc/RivestKB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/AlainB14, author = {Guillaume Alain and Yoshua Bengio}, title = {What regularized auto-encoders learn from the data-generating distribution}, journal = {J. Mach. Learn. Res.}, volume = {15}, number = {1}, pages = {3563--3593}, year = {2014}, url = {https://dl.acm.org/doi/10.5555/2627435.2750359}, doi = {10.5555/2627435.2750359}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/AlainB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BordesGWB14, author = {Antoine Bordes and Xavier Glorot and Jason Weston and Yoshua Bengio}, title = {A semantic matching energy function for learning with multi-relational data - Application to word-sense disambiguation}, journal = {Mach. Learn.}, volume = {94}, number = {2}, pages = {233--259}, year = {2014}, url = {https://doi.org/10.1007/s10994-013-5363-6}, doi = {10.1007/S10994-013-5363-6}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/BordesGWB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MesnilBWCB14, author = {Gr{\'{e}}goire Mesnil and Antoine Bordes and Jason Weston and Gal Chechik and Yoshua Bengio}, title = {Learning semantic representations of objects and their parts}, journal = {Mach. Learn.}, volume = {94}, number = {2}, pages = {281--301}, year = {2014}, url = {https://doi.org/10.1007/s10994-013-5336-9}, doi = {10.1007/S10994-013-5336-9}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/MesnilBWCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/CourvilleDBB14, author = {Aaron C. Courville and Guillaume Desjardins and James Bergstra and Yoshua Bengio}, title = {The Spike-and-Slab {RBM} and Extensions to Discrete and Sparse Data Distributions}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {36}, number = {9}, pages = {1874--1887}, year = {2014}, url = {https://doi.org/10.1109/TPAMI.2013.238}, doi = {10.1109/TPAMI.2013.238}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/CourvilleDBB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DumoulinGCB14, author = {Vincent Dumoulin and Ian J. Goodfellow and Aaron C. Courville and Yoshua Bengio}, editor = {Carla E. Brodley and Peter Stone}, title = {On the Challenges of Physical Implementations of RBMs}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1199--1205}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8924}, doi = {10.1609/AAAI.V28I1.8924}, timestamp = {Mon, 04 Sep 2023 15:06:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DumoulinGCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SordoniBN14, author = {Alessandro Sordoni and Yoshua Bengio and Jian{-}Yun Nie}, editor = {Carla E. Brodley and Peter Stone}, title = {Learning Concept Embeddings for Query Expansion by Quantum Entropy Minimization}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1586--1592}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8933}, doi = {10.1609/AAAI.V28I1.8933}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SordoniBN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/ChoMGBBSB14, author = {Kyunghyun Cho and Bart van Merrienboer and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Dzmitry Bahdanau and Fethi Bougares and Holger Schwenk and Yoshua Bengio}, editor = {Alessandro Moschitti and Bo Pang and Walter Daelemans}, title = {Learning Phrase Representations using {RNN} Encoder-Decoder for Statistical Machine Translation}, booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar, {A} meeting of SIGDAT, a Special Interest Group of the {ACL}}, pages = {1724--1734}, publisher = {{ACL}}, year = {2014}, url = {https://doi.org/10.3115/v1/d14-1179}, doi = {10.3115/V1/D14-1179}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/ChoMGBBSB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/Bengio14, author = {Yoshua Bengio}, editor = {Dirk V. Arnold and Enrique Alba}, title = {Deep learning and cultural evolution}, booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver, BC, Canada, July 12-16, 2014, Companion Material Proceedings}, pages = {1--2}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2598394.2598395}, doi = {10.1145/2598394.2598395}, timestamp = {Wed, 13 Jul 2022 16:15:15 +0200}, biburl = {https://dblp.org/rec/conf/gecco/Bengio14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BengioLAY14, author = {Yoshua Bengio and Eric Laufer and Guillaume Alain and Jason Yosinski}, title = {Deep Generative Stochastic Networks Trainable by Backprop}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {226--234}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/bengio14.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/BengioLAY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChenWSB14, author = {Minmin Chen and Kilian Q. Weinberger and Fei Sha and Yoshua Bengio}, title = {Marginalized Denoising Auto-encoders for Nonlinear Representations}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {1476--1484}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/cheng14.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChenWSB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/Bengio14, author = {Yoshua Bengio}, editor = {Sofus A. Macskassy and Claudia Perlich and Jure Leskovec and Wei Wang and Rayid Ghani}, title = {Scaling up deep learning}, booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27, 2014}, pages = {1966}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2623330.2630802}, doi = {10.1145/2623330.2630802}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/Bengio14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RaikoLCB14, author = {Tapani Raiko and Li Yao and KyungHyun Cho and Yoshua Bengio}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Iterative Neural Autoregressive Distribution Estimator NADE-k}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {325--333}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/555d6702c950ecb729a966504af0a635-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/RaikoLCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GoodfellowPMXWOCB14, author = {Ian J. Goodfellow and Jean Pouget{-}Abadie and Mehdi Mirza and Bing Xu and David Warde{-}Farley and Sherjil Ozair and Aaron C. Courville and Yoshua Bengio}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Generative Adversarial Nets}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {2672--2680}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/5ca3e9b122f61f8f06494c97b1afccf3-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GoodfellowPMXWOCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MontufarPCB14, author = {Guido Mont{\'{u}}far and Razvan Pascanu and KyungHyun Cho and Yoshua Bengio}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {On the Number of Linear Regions of Deep Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {2924--2932}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/109d2dd3608f669ca17920c511c2a41e-Abstract.html}, timestamp = {Mon, 02 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/MontufarPCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DauphinPGCGB14, author = {Yann N. Dauphin and Razvan Pascanu and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and KyungHyun Cho and Surya Ganguli and Yoshua Bengio}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Identifying and attacking the saddle point problem in high-dimensional non-convex optimization}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {2933--2941}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/17e23e50bedc63b4095e3d8204ce063b-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DauphinPGCGB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YosinskiCBL14, author = {Jason Yosinski and Jeff Clune and Yoshua Bengio and Hod Lipson}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {How transferable are features in deep neural networks?}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {3320--3328}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/375c71349b295fbe2dcdca9206f20a06-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YosinskiCBL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/YaoOCB14, author = {Li Yao and Sherjil Ozair and KyungHyun Cho and Yoshua Bengio}, editor = {Toon Calders and Floriana Esposito and Eyke H{\"{u}}llermeier and Rosa Meo}, title = {On the Equivalence between Deep {NADE} and Generative Stochastic Networks}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {8726}, pages = {322--336}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44845-8\_21}, doi = {10.1007/978-3-662-44845-8\_21}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/YaoOCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/GulcehreCPB14, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and KyungHyun Cho and Razvan Pascanu and Yoshua Bengio}, editor = {Toon Calders and Floriana Esposito and Eyke H{\"{u}}llermeier and Rosa Meo}, title = {Learned-Norm Pooling for Deep Feedforward and Recurrent Neural Networks}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8724}, pages = {530--546}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44848-9\_34}, doi = {10.1007/978-3-662-44848-9\_34}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/GulcehreCPB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssst/Pouget-AbadieBM14, author = {Jean Pouget{-}Abadie and Dzmitry Bahdanau and Bart van Merrienboer and Kyunghyun Cho and Yoshua Bengio}, editor = {Dekai Wu and Marine Carpuat and Xavier Carreras and Eva Maria Vecchi}, title = {Overcoming the Curse of Sentence Length for Neural Machine Translation using Automatic Segmentation}, booktitle = {Proceedings of SSST@EMNLP 2014, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation, Doha, Qatar, 25 October 2014}, pages = {78--85}, publisher = {Association for Computational Linguistics}, year = {2014}, url = {https://aclanthology.org/W14-4009/}, doi = {10.3115/V1/W14-4009}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ssst/Pouget-AbadieBM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssst/ChoMBB14, author = {Kyunghyun Cho and Bart van Merrienboer and Dzmitry Bahdanau and Yoshua Bengio}, editor = {Dekai Wu and Marine Carpuat and Xavier Carreras and Eva Maria Vecchi}, title = {On the Properties of Neural Machine Translation: Encoder-Decoder Approaches}, booktitle = {Proceedings of SSST@EMNLP 2014, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation, Doha, Qatar, 25 October 2014}, pages = {103--111}, publisher = {Association for Computational Linguistics}, year = {2014}, url = {https://aclanthology.org/W14-4012/}, doi = {10.3115/V1/W14-4012}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ssst/ChoMBB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/BengioY13, author = {Yoshua Bengio and Li Yao}, editor = {Yoshua Bengio and Yann LeCun}, title = {Bounding the Test Log-Likelihood of Generative Models}, booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings}, year = {2014}, url = {http://arxiv.org/abs/1311.6184}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BengioY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/GoodfellowMDCB13, author = {Ian J. Goodfellow and Mehdi Mirza and Xia Da and Aaron C. Courville and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {An Empirical Investigation of Catastrophic Forgeting in Gradient-Based Neural Networks}, booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings}, year = {2014}, url = {http://arxiv.org/abs/1312.6211}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GoodfellowMDCB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/OzairYB13, author = {Sherjil Ozair and Li Yao and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Multimodal Transitions for Generative Stochastic Networks}, booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Workshop Track Proceedings}, year = {2014}, url = {http://arxiv.org/abs/1312.5578}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/OzairYB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/PascanuGCB13, author = {Razvan Pascanu and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Kyunghyun Cho and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {How to Construct Deep Recurrent Neural Networks}, booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings}, year = {2014}, url = {http://arxiv.org/abs/1312.6026}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PascanuGCB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/PascanuMB13, author = {Razvan Pascanu and Guido Mont{\'{u}}far and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {On the number of inference regions of deep feed forward networks with piece-wise linear activations}, booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings}, year = {2014}, url = {http://arxiv.org/abs/1312.6098}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PascanuMB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/Warde-FarleyGCB13, author = {David Warde{-}Farley and Ian J. Goodfellow and Aaron C. Courville and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {An empirical analysis of dropout in piecewise linear networks}, booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings}, year = {2014}, url = {http://arxiv.org/abs/1312.6197}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Warde-FarleyGCB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/abs-1301-3584, author = {Razvan Pascanu and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Revisiting Natural Gradient for Deep Networks}, booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings}, year = {2014}, url = {http://arxiv.org/abs/1301.3584}, timestamp = {Fri, 29 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3584.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/sci/Bengio14, author = {Yoshua Bengio}, editor = {Taras Kowaliw and Nicolas Bred{\`{e}}che and Ren{\'{e}} Doursat}, title = {Evolving Culture Versus Local Minima}, booktitle = {Growing Adaptive Machines - Combining Development and Learning in Artificial Neural Networks}, series = {Studies in Computational Intelligence}, volume = {557}, pages = {109--138}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-642-55337-0\_3}, doi = {10.1007/978-3-642-55337-0\_3}, timestamp = {Tue, 24 Oct 2017 16:58:47 +0200}, biburl = {https://dblp.org/rec/series/sci/Bengio14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iclr/2014, editor = {Yoshua Bengio and Yann LeCun}, title = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings}, year = {2014}, url = {https://openreview.net/group?id=ICLR.cc/2014}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/2014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iclr/2014w, editor = {Yoshua Bengio and Yann LeCun}, title = {2nd International Conference on Learning Representations, {ICLR} 2014, Banff, AB, Canada, April 14-16, 2014, Workshop Track Proceedings}, year = {2014}, url = {https://openreview.net/group?id=ICLR.cc/2014}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/2014w.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MontufarPCB14, author = {Guido Mont{\'{u}}far and Razvan Pascanu and Kyunghyun Cho and Yoshua Bengio}, title = {On the Number of Linear Regions of Deep Neural Networks}, journal = {CoRR}, volume = {abs/1402.1869}, year = {2014}, url = {http://arxiv.org/abs/1402.1869}, eprinttype = {arXiv}, eprint = {1402.1869}, timestamp = {Mon, 02 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MontufarPCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PascanuDGB14, author = {Razvan Pascanu and Yann N. Dauphin and Surya Ganguli and Yoshua Bengio}, title = {On the saddle point problem for non-convex optimization}, journal = {CoRR}, volume = {abs/1405.4604}, year = {2014}, url = {http://arxiv.org/abs/1405.4604}, eprinttype = {arXiv}, eprint = {1405.4604}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PascanuDGB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChoMGBSB14, author = {Kyunghyun Cho and Bart van Merrienboer and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Fethi Bougares and Holger Schwenk and Yoshua Bengio}, title = {Learning Phrase Representations using {RNN} Encoder-Decoder for Statistical Machine Translation}, journal = {CoRR}, volume = {abs/1406.1078}, year = {2014}, url = {http://arxiv.org/abs/1406.1078}, eprinttype = {arXiv}, eprint = {1406.1078}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChoMGBSB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RaikoYCB14, author = {Tapani Raiko and Li Yao and Kyunghyun Cho and Yoshua Bengio}, title = {Iterative Neural Autoregressive Distribution Estimator (NADE-k)}, journal = {CoRR}, volume = {abs/1406.1485}, year = {2014}, url = {http://arxiv.org/abs/1406.1485}, eprinttype = {arXiv}, eprint = {1406.1485}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RaikoYCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DauphinPGCGB14, author = {Yann N. Dauphin and Razvan Pascanu and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Kyunghyun Cho and Surya Ganguli and Yoshua Bengio}, title = {Identifying and attacking the saddle point problem in high-dimensional non-convex optimization}, journal = {CoRR}, volume = {abs/1406.2572}, year = {2014}, url = {http://arxiv.org/abs/1406.2572}, eprinttype = {arXiv}, eprint = {1406.2572}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DauphinPGCGB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GoodfellowPMXWOCB14, author = {Ian J. Goodfellow and Jean Pouget{-}Abadie and Mehdi Mirza and Bing Xu and David Warde{-}Farley and Sherjil Ozair and Aaron C. Courville and Yoshua Bengio}, title = {Generative Adversarial Networks}, journal = {CoRR}, volume = {abs/1406.2661}, year = {2014}, url = {http://arxiv.org/abs/1406.2661}, eprinttype = {arXiv}, eprint = {1406.2661}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GoodfellowPMXWOCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChoB14, author = {Kyunghyun Cho and Yoshua Bengio}, title = {Exponentially Increasing the Capacity-to-Computation Ratio for Conditional Computation in Deep Learning}, journal = {CoRR}, volume = {abs/1406.7362}, year = {2014}, url = {http://arxiv.org/abs/1406.7362}, eprinttype = {arXiv}, eprint = {1406.7362}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChoB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Bengio14, author = {Yoshua Bengio}, title = {How Auto-Encoders Could Provide Credit Assignment in Deep Networks via Target Propagation}, journal = {CoRR}, volume = {abs/1407.7906}, year = {2014}, url = {http://arxiv.org/abs/1407.7906}, eprinttype = {arXiv}, eprint = {1407.7906}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Bengio14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YaoOCB14, author = {Li Yao and Sherjil Ozair and Kyunghyun Cho and Yoshua Bengio}, title = {On the Equivalence Between Deep {NADE} and Generative Stochastic Networks}, journal = {CoRR}, volume = {abs/1409.0585}, year = {2014}, url = {http://arxiv.org/abs/1409.0585}, eprinttype = {arXiv}, eprint = {1409.0585}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YaoOCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Pouget-AbadieBMCB14, author = {Jean Pouget{-}Abadie and Dzmitry Bahdanau and Bart van Merrienboer and KyungHyun Cho and Yoshua Bengio}, title = {Overcoming the Curse of Sentence Length for Neural Machine Translation using Automatic Segmentation}, journal = {CoRR}, volume = {abs/1409.1257}, year = {2014}, url = {http://arxiv.org/abs/1409.1257}, eprinttype = {arXiv}, eprint = {1409.1257}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Pouget-AbadieBMCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChoMBB14, author = {KyungHyun Cho and Bart van Merrienboer and Dzmitry Bahdanau and Yoshua Bengio}, title = {On the Properties of Neural Machine Translation: Encoder-Decoder Approaches}, journal = {CoRR}, volume = {abs/1409.1259}, year = {2014}, url = {http://arxiv.org/abs/1409.1259}, eprinttype = {arXiv}, eprint = {1409.1259}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChoMBB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DesjardinsLCB14, author = {Guillaume Desjardins and Heng Luo and Aaron C. Courville and Yoshua Bengio}, title = {Deep Tempering}, journal = {CoRR}, volume = {abs/1410.0123}, year = {2014}, url = {http://arxiv.org/abs/1410.0123}, eprinttype = {arXiv}, eprint = {1410.0123}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DesjardinsLCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/OzairB14, author = {Sherjil Ozair and Yoshua Bengio}, title = {Deep Directed Generative Autoencoders}, journal = {CoRR}, volume = {abs/1410.0630}, year = {2014}, url = {http://arxiv.org/abs/1410.0630}, eprinttype = {arXiv}, eprint = {1410.0630}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/OzairB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HillCJDB14, author = {Felix Hill and KyungHyun Cho and S{\'{e}}bastien Jean and Coline Devin and Yoshua Bengio}, title = {Not All Neural Embeddings are Born Equal}, journal = {CoRR}, volume = {abs/1410.0718}, year = {2014}, url = {http://arxiv.org/abs/1410.0718}, eprinttype = {arXiv}, eprint = {1410.0718}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HillCJDB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GouwsBC14, author = {Stephan Gouws and Yoshua Bengio and Greg Corrado}, title = {BilBOWA: Fast Bilingual Distributed Representations without Word Alignments}, journal = {CoRR}, volume = {abs/1410.2455}, year = {2014}, url = {http://arxiv.org/abs/1410.2455}, eprinttype = {arXiv}, eprint = {1410.2455}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GouwsBC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/YosinskiCBL14, author = {Jason Yosinski and Jeff Clune and Yoshua Bengio and Hod Lipson}, title = {How transferable are features in deep neural networks?}, journal = {CoRR}, volume = {abs/1411.1792}, year = {2014}, url = {http://arxiv.org/abs/1411.1792}, eprinttype = {arXiv}, eprint = {1411.1792}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/YosinskiCBL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChorowskiBCB14, author = {Jan Chorowski and Dzmitry Bahdanau and Kyunghyun Cho and Yoshua Bengio}, title = {End-to-end Continuous Speech Recognition using Attention-based Recurrent {NN:} First Results}, journal = {CoRR}, volume = {abs/1412.1602}, year = {2014}, url = {http://arxiv.org/abs/1412.1602}, eprinttype = {arXiv}, eprint = {1412.1602}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChorowskiBCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JeanCMB14, author = {S{\'{e}}bastien Jean and Kyunghyun Cho and Roland Memisevic and Yoshua Bengio}, title = {On Using Very Large Target Vocabulary for Neural Machine Translation}, journal = {CoRR}, volume = {abs/1412.2007}, year = {2014}, url = {http://arxiv.org/abs/1412.2007}, eprinttype = {arXiv}, eprint = {1412.2007}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/JeanCMB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChungGCB14, author = {Junyoung Chung and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and KyungHyun Cho and Yoshua Bengio}, title = {Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling}, journal = {CoRR}, volume = {abs/1412.3555}, year = {2014}, url = {http://arxiv.org/abs/1412.3555}, eprinttype = {arXiv}, eprint = {1412.3555}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChungGCB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreB14, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Yoshua Bengio}, title = {{ADASECANT:} Robust Adaptive Secant Method for Stochastic Gradient}, journal = {CoRR}, volume = {abs/1412.7419}, year = {2014}, url = {http://arxiv.org/abs/1412.7419}, eprinttype = {arXiv}, eprint = {1412.7419}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cim/MartinezBY13, author = {H{\'{e}}ctor Perez Mart{\'{\i}}nez and Yoshua Bengio and Georgios N. Yannakakis}, title = {Learning Deep Physiological Models of Affect}, journal = {{IEEE} Comput. Intell. Mag.}, volume = {8}, number = {2}, pages = {20--33}, year = {2013}, url = {https://doi.org/10.1109/MCI.2013.2247823}, doi = {10.1109/MCI.2013.2247823}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cim/MartinezBY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/BengioCV13, author = {Yoshua Bengio and Aaron C. Courville and Pascal Vincent}, title = {Representation Learning: {A} Review and New Perspectives}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {35}, number = {8}, pages = {1798--1828}, year = {2013}, url = {https://doi.org/10.1109/TPAMI.2013.50}, doi = {10.1109/TPAMI.2013.50}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/BengioCV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/GoodfellowCB13, author = {Ian J. Goodfellow and Aaron C. Courville and Yoshua Bengio}, title = {Scaling Up Spike-and-Slab Models for Unsupervised Feature Learning}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {35}, number = {8}, pages = {1902--1914}, year = {2013}, url = {https://doi.org/10.1109/TPAMI.2012.273}, doi = {10.1109/TPAMI.2012.273}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/GoodfellowCB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/LuoCCB13, author = {Heng Luo and Pierre Luc Carrier and Aaron C. Courville and Yoshua Bengio}, title = {Texture Modeling with Convolutional Spike-and-Slab RBMs and Deep Extensions}, booktitle = {Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA, April 29 - May 1, 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {31}, pages = {415--423}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v31/luo13a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/LuoCCB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cig/Thibodeau-LauferFYDB13, author = {Eric Thibodeau{-}Laufer and Raul Chandias Ferrari and Li Yao and Olivier Delalleau and Yoshua Bengio}, title = {Stacked calibration of off-policy policy evaluation for video game matchmaking}, booktitle = {2013 {IEEE} Conference on Computational Inteligence in Games (CIG), Niagara Falls, ON, Canada, August 11-13, 2013}, pages = {1--8}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/CIG.2013.6633642}, doi = {10.1109/CIG.2013.6633642}, timestamp = {Wed, 16 Oct 2019 14:14:56 +0200}, biburl = {https://dblp.org/rec/conf/cig/Thibodeau-LauferFYDB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/Boulanger-LewandowskiBV13, author = {Nicolas Boulanger{-}Lewandowski and Yoshua Bengio and Pascal Vincent}, title = {High-dimensional sequence transduction}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013}, pages = {3178--3182}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICASSP.2013.6638244}, doi = {10.1109/ICASSP.2013.6638244}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/Boulanger-LewandowskiBV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BengioBP13, author = {Yoshua Bengio and Nicolas Boulanger{-}Lewandowski and Razvan Pascanu}, title = {Advances in optimizing recurrent networks}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013}, pages = {8624--8628}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICASSP.2013.6639349}, doi = {10.1109/ICASSP.2013.6639349}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/BengioBP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmi/KanouPBFGMVCBFMJCDBAZLRDPWTSBKW13, author = {Samira Ebrahimi Kahou and Christopher J. Pal and Xavier Bouthillier and Pierre Froumenty and {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Roland Memisevic and Pascal Vincent and Aaron C. Courville and Yoshua Bengio and Raul Chandias Ferrari and Mehdi Mirza and S{\'{e}}bastien Jean and Pierre Luc Carrier and Yann N. Dauphin and Nicolas Boulanger{-}Lewandowski and Abhishek Aggarwal and Jeremie Zumer and Pascal Lamblin and Jean{-}Philippe Raymond and Guillaume Desjardins and Razvan Pascanu and David Warde{-}Farley and Atousa Torabi and Arjun Sharma and Emmanuel Bengio and Kishore Reddy Konda and Zhenzhou Wu}, editor = {Julien Epps and Fang Chen and Sharon L. Oviatt and Kenji Mase and Andrew Sears and Kristiina Jokinen and Bj{\"{o}}rn W. Schuller}, title = {Combining modality specific deep neural networks for emotion recognition in video}, booktitle = {2013 International Conference on Multimodal Interaction, {ICMI} '13, Sydney, NSW, Australia, December 9-13, 2013}, pages = {543--550}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2522848.2531745}, doi = {10.1145/2522848.2531745}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmi/KanouPBFGMVCBFMJCDBAZLRDPWTSBKW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BengioMDR13, author = {Yoshua Bengio and Gr{\'{e}}goire Mesnil and Yann N. Dauphin and Salah Rifai}, title = {Better Mixing via Deep Representations}, booktitle = {Proceedings of the 30th International Conference on Machine Learning, {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {28}, pages = {552--560}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v28/bengio13.html}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/BengioMDR13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/PascanuMB13, author = {Razvan Pascanu and Tom{\'{a}}s Mikolov and Yoshua Bengio}, title = {On the difficulty of training recurrent neural networks}, booktitle = {Proceedings of the 30th International Conference on Machine Learning, {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {28}, pages = {1310--1318}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v28/pascanu13.html}, timestamp = {Mon, 28 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/PascanuMB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GoodfellowWMCB13, author = {Ian J. Goodfellow and David Warde{-}Farley and Mehdi Mirza and Aaron C. Courville and Yoshua Bengio}, title = {Maxout Networks}, booktitle = {Proceedings of the 30th International Conference on Machine Learning, {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {28}, pages = {1319--1327}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v28/goodfellow13.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GoodfellowWMCB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13, author = {Ian J. Goodfellow and Dumitru Erhan and Pierre Luc Carrier and Aaron C. Courville and Mehdi Mirza and Benjamin Hamner and William Cukierski and Yichuan Tang and David Thaler and Dong{-}Hyun Lee and Yingbo Zhou and Chetan Ramaiah and Fangxiang Feng and Ruifan Li and Xiaojie Wang and Dimitris Athanasakis and John Shawe{-}Taylor and Maxim Milakov and John Park and Radu Tudor Ionescu and Marius Popescu and Cristian Grozea and James Bergstra and Jingjing Xie and Lukasz Romaszko and Bing Xu and Chuang Zhang and Yoshua Bengio}, editor = {Minho Lee and Akira Hirose and Zeng{-}Guang Hou and Rhee Man Kil}, title = {Challenges in Representation Learning: {A} Report on Three Machine Learning Contests}, booktitle = {Neural Information Processing - 20th International Conference, {ICONIP} 2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {8228}, pages = {117--124}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-42051-1\_16}, doi = {10.1007/978-3-642-42051-1\_16}, timestamp = {Mon, 15 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iconip/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpram/MesnilRBGBV13a, author = {Gr{\'{e}}goire Mesnil and Salah Rifai and Antoine Bordes and Xavier Glorot and Yoshua Bengio and Pascal Vincent}, editor = {Ana L. N. Fred and Maria De Marsico}, title = {Unsupervised Learning of Semantics of Object Detections for Scene Categorization}, booktitle = {Pattern Recognition Applications and Methods - International Conference, {ICPRAM} 2013 Barcelona, Spain, February 15-18, 2013 Revised Selected Papers}, series = {Advances in Intelligent Systems and Computing}, volume = {318}, pages = {209--224}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-319-12610-4\_13}, doi = {10.1007/978-3-319-12610-4\_13}, timestamp = {Thu, 15 Jun 2017 21:36:18 +0200}, biburl = {https://dblp.org/rec/conf/icpram/MesnilRBGBV13a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpram/MesnilRBGBV13, author = {Gr{\'{e}}goire Mesnil and Salah Rifai and Antoine Bordes and Xavier Glorot and Yoshua Bengio and Pascal Vincent}, editor = {Maria De Marsico and Ana L. N. Fred}, title = {Unsupervised and Transfer Learning under Uncertainty - From Object Detections to Scene Categorization}, booktitle = {{ICPRAM} 2013 - Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, Barcelona, Spain, 15-18 February, 2013}, pages = {345--354}, publisher = {SciTePress}, year = {2013}, timestamp = {Tue, 01 Oct 2013 13:16:05 +0200}, biburl = {https://dblp.org/rec/conf/icpram/MesnilRBGBV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/MesnilHDB13, author = {Gr{\'{e}}goire Mesnil and Xiaodong He and Li Deng and Yoshua Bengio}, editor = {Fr{\'{e}}d{\'{e}}ric Bimbot and Christophe Cerisara and C{\'{e}}cile Fougeron and Guillaume Gravier and Lori Lamel and Fran{\c{c}}ois Pellegrino and Pascal Perrier}, title = {Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding}, booktitle = {{INTERSPEECH} 2013, 14th Annual Conference of the International Speech Communication Association, Lyon, France, August 25-29, 2013}, pages = {3771--3775}, publisher = {{ISCA}}, year = {2013}, url = {https://doi.org/10.21437/Interspeech.2013-596}, doi = {10.21437/INTERSPEECH.2013-596}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/MesnilHDB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismir/Boulanger-LewandowskiBV13, author = {Nicolas Boulanger{-}Lewandowski and Yoshua Bengio and Pascal Vincent}, editor = {Alceu de Souza Britto Jr. and Fabien Gouyon and Simon Dixon}, title = {Audio Chord Recognition with Recurrent Neural Networks}, booktitle = {Proceedings of the 14th International Society for Music Information Retrieval Conference, {ISMIR} 2013, Curitiba, Brazil, November 4-8, 2013}, pages = {335--340}, year = {2013}, url = {http://www.ppgia.pucpr.br/ismir2013/wp-content/uploads/2013/09/243\_Paper.pdf}, timestamp = {Thu, 05 Dec 2013 18:14:04 +0100}, biburl = {https://dblp.org/rec/conf/ismir/Boulanger-LewandowskiBV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GoodfellowMCB13, author = {Ian J. Goodfellow and Mehdi Mirza and Aaron C. Courville and Yoshua Bengio}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Multi-Prediction Deep Boltzmann Machines}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {548--556}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/0bb4aec1710521c12ee76289d9440817-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GoodfellowMCB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioYAV13, author = {Yoshua Bengio and Li Yao and Guillaume Alain and Pascal Vincent}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Generalized Denoising Auto-Encoders as Generative Models}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {899--907}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/559cb990c9dffd8675f6bc2186971dc2-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BengioYAV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DauphinB13, author = {Yann N. Dauphin and Yoshua Bengio}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {1340--1348}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/7f5d04d189dfb634e6a85bb9d9adf21e-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DauphinB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/SordoniNB13, author = {Alessandro Sordoni and Jian{-}Yun Nie and Yoshua Bengio}, editor = {Gareth J. F. Jones and Paraic Sheridan and Diane Kelly and Maarten de Rijke and Tetsuya Sakai}, title = {Modeling term dependencies with quantum language models for {IR}}, booktitle = {The 36th International {ACM} {SIGIR} conference on research and development in Information Retrieval, {SIGIR} '13, Dublin, Ireland - July 28 - August 01, 2013}, pages = {653--662}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2484028.2484098}, doi = {10.1145/2484028.2484098}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigir/SordoniNB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/slsp/Bengio13, author = {Yoshua Bengio}, editor = {Adrian{-}Horia Dediu and Carlos Mart{\'{\i}}n{-}Vide and Ruslan Mitkov and Bianca Truthe}, title = {Deep Learning of Representations: Looking Forward}, booktitle = {Statistical Language and Speech Processing - First International Conference, {SLSP} 2013, Tarragona, Spain, July 29-31, 2013. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7978}, pages = {1--37}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-39593-2\_1}, doi = {10.1007/978-3-642-39593-2\_1}, timestamp = {Sun, 02 Oct 2022 16:15:34 +0200}, biburl = {https://dblp.org/rec/conf/slsp/Bengio13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/abs-1211-4246, author = {Guillaume Alain and Yoshua Bengio and Salah Rifai}, editor = {Yoshua Bengio and Yann LeCun}, title = {Regularized Auto-Encoders Estimate Local Statistics}, booktitle = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings}, year = {2013}, url = {http://arxiv.org/abs/1211.4246}, timestamp = {Thu, 04 Apr 2019 13:20:07 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1211-4246.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/abs-1301-3485, author = {Xavier Glorot and Antoine Bordes and Jason Weston and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {A Semantic Matching Energy Function for Learning with Multi-relational Data}, booktitle = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings}, year = {2013}, url = {http://arxiv.org/abs/1301.3485}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3485.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/abs-1301-3545, author = {Guillaume Desjardins and Razvan Pascanu and Aaron C. Courville and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Metric-Free Natural Gradient for Joint-Training of Boltzmann Machines}, booktitle = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings}, year = {2013}, url = {http://arxiv.org/abs/1301.3545}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3545.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/abs-1301-3568, author = {Ian J. Goodfellow and Aaron C. Courville and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Joint Training Deep Boltzmann Machines for Classification}, booktitle = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings}, year = {2013}, url = {http://arxiv.org/abs/1301.3568}, timestamp = {Fri, 29 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3568.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/abs-1301-3583, author = {Yann N. Dauphin and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Big Neural Networks Waste Capacity}, booktitle = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings}, year = {2013}, url = {http://arxiv.org/abs/1301.3583}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3583.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/abs-1301-3584v4, author = {Razvan Pascanu and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Natural Gradient Revisited}, booktitle = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings}, year = {2013}, url = {http://arxiv.org/abs/1301.3584v4}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3584v4.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/corr/abs-1301-4083, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Yoshua Bengio}, editor = {Yoshua Bengio and Yann LeCun}, title = {Knowledge Matters: Importance of Prior Information for Optimization}, booktitle = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings}, year = {2013}, url = {http://arxiv.org/abs/1301.4083}, timestamp = {Fri, 29 Mar 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-4083.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/isrl/BengioC13, author = {Yoshua Bengio and Aaron C. Courville}, editor = {Monica Bianchini and Marco Maggini and Lakhmi C. Jain}, title = {Deep Learning of Representations}, booktitle = {Handbook on Neural Information Processing}, series = {Intelligent Systems Reference Library}, volume = {49}, pages = {1--28}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-36657-4\_1}, doi = {10.1007/978-3-642-36657-4\_1}, timestamp = {Tue, 16 May 2017 14:24:22 +0200}, biburl = {https://dblp.org/rec/series/isrl/BengioC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iclr/2013, editor = {Yoshua Bengio and Yann LeCun}, title = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings}, year = {2013}, url = {https://openreview.net/group?id=ICLR.cc/2013}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/2013.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/iclr/2013w, editor = {Yoshua Bengio and Yann LeCun}, title = {1st International Conference on Learning Representations, {ICLR} 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings}, year = {2013}, url = {https://openreview.net/group?id=ICLR.cc/2013}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/2013w.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-4389, author = {Ian J. Goodfellow and David Warde{-}Farley and Mehdi Mirza and Aaron C. Courville and Yoshua Bengio}, title = {Maxout Networks}, journal = {CoRR}, volume = {abs/1302.4389}, year = {2013}, url = {http://arxiv.org/abs/1302.4389}, eprinttype = {arXiv}, eprint = {1302.4389}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-4389.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-0445, author = {Yoshua Bengio}, title = {Deep Learning of Representations: Looking Forward}, journal = {CoRR}, volume = {abs/1305.0445}, year = {2013}, url = {http://arxiv.org/abs/1305.0445}, eprinttype = {arXiv}, eprint = {1305.0445}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-0445.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-2982, author = {Yoshua Bengio}, title = {Estimating or Propagating Gradients Through Stochastic Neurons}, journal = {CoRR}, volume = {abs/1305.2982}, year = {2013}, url = {http://arxiv.org/abs/1305.2982}, eprinttype = {arXiv}, eprint = {1305.2982}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-2982.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-6663, author = {Yoshua Bengio and Li Yao and Guillaume Alain and Pascal Vincent}, title = {Generalized Denoising Auto-Encoders as Generative Models}, journal = {CoRR}, volume = {abs/1305.6663}, year = {2013}, url = {http://arxiv.org/abs/1305.6663}, eprinttype = {arXiv}, eprint = {1305.6663}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-6663.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BengioT13, author = {Yoshua Bengio and Eric Thibodeau{-}Laufer and Jason Yosinski}, title = {Deep Generative Stochastic Networks Trainable by Backprop}, journal = {CoRR}, volume = {abs/1306.1091}, year = {2013}, url = {http://arxiv.org/abs/1306.1091}, eprinttype = {arXiv}, eprint = {1306.1091}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BengioT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13, author = {Ian J. Goodfellow and Dumitru Erhan and Pierre Luc Carrier and Aaron C. Courville and Mehdi Mirza and Benjamin Hamner and William Cukierski and Yichuan Tang and David Thaler and Dong{-}Hyun Lee and Yingbo Zhou and Chetan Ramaiah and Fangxiang Feng and Ruifan Li and Xiaojie Wang and Dimitris Athanasakis and John Shawe{-}Taylor and Maxim Milakov and John Park and Radu Tudor Ionescu and Marius Popescu and Cristian Grozea and James Bergstra and Jingjing Xie and Lukasz Romaszko and Bing Xu and Chuang Zhang and Yoshua Bengio}, title = {Challenges in Representation Learning: {A} report on three machine learning contests}, journal = {CoRR}, volume = {abs/1307.0414}, year = {2013}, url = {http://arxiv.org/abs/1307.0414}, eprinttype = {arXiv}, eprint = {1307.0414}, timestamp = {Mon, 15 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BengioLC13, author = {Yoshua Bengio and Nicholas L{\'{e}}onard and Aaron C. Courville}, title = {Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation}, journal = {CoRR}, volume = {abs/1308.3432}, year = {2013}, url = {http://arxiv.org/abs/1308.3432}, eprinttype = {arXiv}, eprint = {1308.3432}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BengioLC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GoodfellowWLDMPBBB13, author = {Ian J. Goodfellow and David Warde{-}Farley and Pascal Lamblin and Vincent Dumoulin and Mehdi Mirza and Razvan Pascanu and James Bergstra and Fr{\'{e}}d{\'{e}}ric Bastien and Yoshua Bengio}, title = {Pylearn2: a machine learning research library}, journal = {CoRR}, volume = {abs/1308.4214}, year = {2013}, url = {http://arxiv.org/abs/1308.4214}, eprinttype = {arXiv}, eprint = {1308.4214}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GoodfellowWLDMPBBB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GulcehreCPB13, author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and Kyunghyun Cho and Razvan Pascanu and Yoshua Bengio}, title = {Learned-norm pooling for deep neural networks}, journal = {CoRR}, volume = {abs/1311.1780}, year = {2013}, url = {http://arxiv.org/abs/1311.1780}, eprinttype = {arXiv}, eprint = {1311.1780}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GulcehreCPB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DumoulinGCB13, author = {Vincent Dumoulin and Ian J. Goodfellow and Aaron C. Courville and Yoshua Bengio}, title = {On the Challenges of Physical Implementations of RBMs}, journal = {CoRR}, volume = {abs/1312.5258}, year = {2013}, url = {http://arxiv.org/abs/1312.5258}, eprinttype = {arXiv}, eprint = {1312.5258}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DumoulinGCB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ci/BengioCDLSHL12, author = {Yoshua Bengio and Nicolas Chapados and Olivier Delalleau and Hugo Larochelle and Xavier Saint{-}Mleux and Christian Hudon and J{\'{e}}r{\^{o}}me Louradour}, title = {Detonation Classification from acoustic Signature with the Restricted Boltzmann Machine}, journal = {Comput. Intell.}, volume = {28}, number = {2}, pages = {261--288}, year = {2012}, url = {https://doi.org/10.1111/j.1467-8640.2012.00419.x}, doi = {10.1111/J.1467-8640.2012.00419.X}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ci/BengioCDLSHL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BergstraB12, author = {James Bergstra and Yoshua Bengio}, title = {Random Search for Hyper-Parameter Optimization}, journal = {J. Mach. Learn. Res.}, volume = {13}, pages = {281--305}, year = {2012}, url = {https://dl.acm.org/doi/10.5555/2503308.2188395}, doi = {10.5555/2503308.2188395}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BergstraB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LarochelleMPB12, author = {Hugo Larochelle and Michael I. Mandel and Razvan Pascanu and Yoshua Bengio}, title = {Learning Algorithms for the Classification Restricted Boltzmann Machine}, journal = {J. Mach. Learn. Res.}, volume = {13}, pages = {643--669}, year = {2012}, url = {https://dl.acm.org/doi/10.5555/2503308.2188407}, doi = {10.5555/2503308.2188407}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LarochelleMPB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tciaig/DelalleauCTFBZ12, author = {Olivier Delalleau and Emile Contal and Eric Thibodeau{-}Laufer and Raul Chandias Ferrari and Yoshua Bengio and Frank Zhang}, title = {Beyond Skill Rating: Advanced Matchmaking in Ghost Recon Online}, journal = {{IEEE} Trans. Comput. Intell. {AI} Games}, volume = {4}, number = {3}, pages = {167--177}, year = {2012}, url = {https://doi.org/10.1109/TCIAIG.2012.2188833}, doi = {10.1109/TCIAIG.2012.2188833}, timestamp = {Wed, 13 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tciaig/DelalleauCTFBZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/SocherBM12, author = {Richard Socher and Yoshua Bengio and Christopher D. Manning}, title = {Deep Learning for {NLP} (without Magic)}, booktitle = {The 50th Annual Meeting of the Association for Computational Linguistics, Tutorial Abstracts, July 8, 2012, Jeju Island, Korea}, pages = {5}, publisher = {The Association for Computer Linguistics}, year = {2012}, url = {https://aclanthology.org/P12-4005/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/SocherBM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/RifaiBCVM12, author = {Salah Rifai and Yoshua Bengio and Aaron C. Courville and Pascal Vincent and Mehdi Mirza}, editor = {Andrew W. Fitzgibbon and Svetlana Lazebnik and Pietro Perona and Yoichi Sato and Cordelia Schmid}, title = {Disentangling Factors of Variation for Facial Expression Recognition}, booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {7577}, pages = {808--822}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33783-3\_58}, doi = {10.1007/978-3-642-33783-3\_58}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/RifaiBCVM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Boulanger-LewandowskiBV12, author = {Nicolas Boulanger{-}Lewandowski and Yoshua Bengio and Pascal Vincent}, title = {Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/590.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Boulanger-LewandowskiBV12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GoodfellowCB12, author = {Ian J. Goodfellow and Aaron C. Courville and Yoshua Bengio}, title = {Large-Scale Feature Learning With Spike-and-Slab Sparse Coding}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/718.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GoodfellowCB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RifaiDVB12, author = {Salah Rifai and Yann N. Dauphin and Pascal Vincent and Yoshua Bengio}, title = {A Generative Process for Contractive Auto-Encoders}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/910.pdf}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/RifaiDVB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismir/Boulanger-LewandowskiBV12, author = {Nicolas Boulanger{-}Lewandowski and Yoshua Bengio and Pascal Vincent}, editor = {Fabien Gouyon and Perfecto Herrera and Luis Gustavo Martins and Meinard M{\"{u}}ller}, title = {Discriminative Non-negative Matrix Factorization for Multiple Pitch Estimation}, booktitle = {Proceedings of the 13th International Society for Music Information Retrieval Conference, {ISMIR} 2012, Mosteiro S.Bento Da Vit{\'{o}}ria, Porto, Portugal, October 8-12, 2012}, pages = {205--210}, publisher = {{FEUP} Edi{\c{c}}{\~{o}}es}, year = {2012}, url = {http://ismir2012.ismir.net/event/papers/205-ismir-2012.pdf}, timestamp = {Tue, 04 Jan 2022 10:38:10 +0100}, biburl = {https://dblp.org/rec/conf/ismir/Boulanger-LewandowskiBV12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismir/HamelBE12, author = {Philippe Hamel and Yoshua Bengio and Douglas Eck}, editor = {Fabien Gouyon and Perfecto Herrera and Luis Gustavo Martins and Meinard M{\"{u}}ller}, title = {Building Musically-relevant Audio Features through Multiple Timescale Representations}, booktitle = {Proceedings of the 13th International Society for Music Information Retrieval Conference, {ISMIR} 2012, Mosteiro S.Bento Da Vit{\'{o}}ria, Porto, Portugal, October 8-12, 2012}, pages = {553--558}, publisher = {{FEUP} Edi{\c{c}}{\~{o}}es}, year = {2012}, url = {http://ismir2012.ismir.net/event/papers/553-ismir-2012.pdf}, timestamp = {Tue, 04 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismir/HamelBE12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/Bengio12, author = {Yoshua Bengio}, editor = {Isabelle Guyon and Gideon Dror and Vincent Lemaire and Graham W. Taylor and Daniel L. Silver}, title = {Deep Learning of Representations for Unsupervised and Transfer Learning}, booktitle = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011, Bellevue, Washington, USA, July 2, 2011}, series = {{JMLR} Proceedings}, volume = {27}, pages = {17--36}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v27/bengio12a.html}, timestamp = {Wed, 02 Sep 2020 16:33:18 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/Bengio12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/MesnilDGRBGLMDWVCB12, author = {Gr{\'{e}}goire Mesnil and Yann N. Dauphin and Xavier Glorot and Salah Rifai and Yoshua Bengio and Ian J. Goodfellow and Erick Lavoie and Xavier Muller and Guillaume Desjardins and David Warde{-}Farley and Pascal Vincent and Aaron C. Courville and James Bergstra}, editor = {Isabelle Guyon and Gideon Dror and Vincent Lemaire and Graham W. Taylor and Daniel L. Silver}, title = {Unsupervised and Transfer Learning Challenge: a Deep Learning Approach}, booktitle = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011, Bellevue, Washington, USA, July 2, 2011}, series = {{JMLR} Proceedings}, volume = {27}, pages = {97--110}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v27/mesnil12a.html}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MesnilDGRBGLMDWVCB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/BordesGWB12, author = {Antoine Bordes and Xavier Glorot and Jason Weston and Yoshua Bengio}, editor = {Neil D. Lawrence and Mark A. Girolami}, title = {Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing}, booktitle = {Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, Spain, April 21-23, 2012}, series = {{JMLR} Proceedings}, volume = {22}, pages = {127--135}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v22/bordes12.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BordesGWB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Bengio12, author = {Yoshua Bengio}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Practical Recommendations for Gradient-Based Training of Deep Architectures}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {437--478}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_26}, doi = {10.1007/978-3-642-35289-8\_26}, timestamp = {Wed, 25 Sep 2019 17:41:07 +0200}, biburl = {https://dblp.org/rec/series/lncs/Bengio12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1201-3382, author = {Ian J. Goodfellow and Aaron C. Courville and Yoshua Bengio}, title = {Spike-and-Slab Sparse Coding for Unsupervised Feature Discovery}, journal = {CoRR}, volume = {abs/1201.3382}, year = {2012}, url = {http://arxiv.org/abs/1201.3382}, eprinttype = {arXiv}, eprint = {1201.3382}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1201-3382.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1203-2990, author = {Yoshua Bengio}, title = {Evolving Culture vs Local Minima}, journal = {CoRR}, volume = {abs/1203.2990}, year = {2012}, url = {http://arxiv.org/abs/1203.2990}, eprinttype = {arXiv}, eprint = {1203.2990}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1203-2990.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1203-4416, author = {Guillaume Desjardins and Aaron C. Courville and Yoshua Bengio}, title = {On Training Deep Boltzmann Machines}, journal = {CoRR}, volume = {abs/1203.4416}, year = {2012}, url = {http://arxiv.org/abs/1203.4416}, eprinttype = {arXiv}, eprint = {1203.4416}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1203-4416.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1206-5533, author = {Yoshua Bengio}, title = {Practical recommendations for gradient-based training of deep architectures}, journal = {CoRR}, volume = {abs/1206.5533}, year = {2012}, url = {http://arxiv.org/abs/1206.5533}, eprinttype = {arXiv}, eprint = {1206.5533}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1206-5533.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1206-5538, author = {Yoshua Bengio and Aaron C. Courville and Pascal Vincent}, title = {Unsupervised Feature Learning and Deep Learning: {A} Review and New Perspectives}, journal = {CoRR}, volume = {abs/1206.5538}, year = {2012}, url = {http://arxiv.org/abs/1206.5538}, eprinttype = {arXiv}, eprint = {1206.5538}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1206-5538.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1207-0057, author = {Yoshua Bengio and Guillaume Alain and Salah Rifai}, title = {Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders}, journal = {CoRR}, volume = {abs/1207.0057}, year = {2012}, url = {http://arxiv.org/abs/1207.0057}, eprinttype = {arXiv}, eprint = {1207.0057}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1207-0057.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1207-4404, author = {Yoshua Bengio and Gr{\'{e}}goire Mesnil and Yann N. Dauphin and Salah Rifai}, title = {Better Mixing via Deep Representations}, journal = {CoRR}, volume = {abs/1207.4404}, year = {2012}, url = {http://arxiv.org/abs/1207.4404}, eprinttype = {arXiv}, eprint = {1207.4404}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1207-4404.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1209-0521, author = {Olivier Delalleau and Aaron C. Courville and Yoshua Bengio}, title = {Efficient {EM} Training of Gaussian Mixtures with Missing Data}, journal = {CoRR}, volume = {abs/1209.0521}, year = {2012}, url = {http://arxiv.org/abs/1209.0521}, eprinttype = {arXiv}, eprint = {1209.0521}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1209-0521.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1210-5474, author = {Guillaume Desjardins and Aaron C. Courville and Yoshua Bengio}, title = {Disentangling Factors of Variation via Generative Entangling}, journal = {CoRR}, volume = {abs/1210.5474}, year = {2012}, url = {http://arxiv.org/abs/1210.5474}, eprinttype = {arXiv}, eprint = {1210.5474}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1210-5474.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1211-5063, author = {Razvan Pascanu and Tom{\'{a}}s Mikolov and Yoshua Bengio}, title = {Understanding the exploding gradient problem}, journal = {CoRR}, volume = {abs/1211.5063}, year = {2012}, url = {http://arxiv.org/abs/1211.5063}, eprinttype = {arXiv}, eprint = {1211.5063}, timestamp = {Mon, 28 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1211-5063.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1211-5590, author = {Fr{\'{e}}d{\'{e}}ric Bastien and Pascal Lamblin and Razvan Pascanu and James Bergstra and Ian J. Goodfellow and Arnaud Bergeron and Nicolas Bouchard and David Warde{-}Farley and Yoshua Bengio}, title = {Theano: new features and speed improvements}, journal = {CoRR}, volume = {abs/1211.5590}, year = {2012}, url = {http://arxiv.org/abs/1211.5590}, eprinttype = {arXiv}, eprint = {1211.5590}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1211-5590.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1211-5687, author = {Heng Luo and Pierre Luc Carrier and Aaron C. Courville and Yoshua Bengio}, title = {Texture Modeling with Convolutional Spike-and-Slab RBMs and Deep Extensions}, journal = {CoRR}, volume = {abs/1211.5687}, year = {2012}, url = {http://arxiv.org/abs/1211.5687}, eprinttype = {arXiv}, eprint = {1211.5687}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1211-5687.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1212-0901, author = {Yoshua Bengio and Nicolas Boulanger{-}Lewandowski and Razvan Pascanu}, title = {Advances in Optimizing Recurrent Networks}, journal = {CoRR}, volume = {abs/1212.0901}, year = {2012}, url = {http://arxiv.org/abs/1212.0901}, eprinttype = {arXiv}, eprint = {1212.0901}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-0901.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1212-1936, author = {Nicolas Boulanger{-}Lewandowski and Yoshua Bengio and Pascal Vincent}, title = {High-dimensional sequence transduction}, journal = {CoRR}, volume = {abs/1212.1936}, year = {2012}, url = {http://arxiv.org/abs/1212.1936}, eprinttype = {arXiv}, eprint = {1212.1936}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-1936.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1212-2686, author = {Ian J. Goodfellow and Aaron C. Courville and Yoshua Bengio}, title = {Joint Training of Deep Boltzmann Machines}, journal = {CoRR}, volume = {abs/1212.2686}, year = {2012}, url = {http://arxiv.org/abs/1212.2686}, eprinttype = {arXiv}, eprint = {1212.2686}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-2686.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BergstraBL11, author = {James Bergstra and Yoshua Bengio and J{\'{e}}r{\^{o}}me Louradour}, title = {Suitability of {V1} Energy Models for Object Classification}, journal = {Neural Comput.}, volume = {23}, number = {3}, pages = {774--790}, year = {2011}, url = {https://doi.org/10.1162/NECO\_a\_00084}, doi = {10.1162/NECO\_A\_00084}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/BergstraBL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BreuleuxBV11, author = {Olivier Breuleux and Yoshua Bengio and Pascal Vincent}, title = {Quickly Generating Representative Samples from an RBM-Derived Process}, journal = {Neural Comput.}, volume = {23}, number = {8}, pages = {2058--2073}, year = {2011}, url = {https://doi.org/10.1162/NECO\_a\_00158}, doi = {10.1162/NECO\_A\_00158}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/BreuleuxBV11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tomccap/MandelPEBASM11, author = {Michael I. Mandel and Razvan Pascanu and Douglas Eck and Yoshua Bengio and Luca Maria Aiello and Rossano Schifanella and Filippo Menczer}, title = {Contextual tag inference}, journal = {{ACM} Trans. Multim. Comput. Commun. Appl.}, volume = {7}, number = {Supplement}, pages = {32}, year = {2011}, url = {https://doi.org/10.1145/2037676.2037689}, doi = {10.1145/2037676.2037689}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tomccap/MandelPEBASM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BordesWCB11, author = {Antoine Bordes and Jason Weston and Ronan Collobert and Yoshua Bengio}, editor = {Wolfram Burgard and Dan Roth}, title = {Learning Structured Embeddings of Knowledge Bases}, booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2011, San Francisco, California, USA, August 7-11, 2011}, pages = {301--306}, publisher = {{AAAI} Press}, year = {2011}, url = {https://doi.org/10.1609/aaai.v25i1.7917}, doi = {10.1609/AAAI.V25I1.7917}, timestamp = {Mon, 04 Sep 2023 16:05:54 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BordesWCB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alt/BengioD11, author = {Yoshua Bengio and Olivier Delalleau}, editor = {Jyrki Kivinen and Csaba Szepesv{\'{a}}ri and Esko Ukkonen and Thomas Zeugmann}, title = {On the Expressive Power of Deep Architectures}, booktitle = {Algorithmic Learning Theory - 22nd International Conference, {ALT} 2011, Espoo, Finland, October 5-7, 2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6925}, pages = {18--36}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-24412-4\_3}, doi = {10.1007/978-3-642-24412-4\_3}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/alt/BengioD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dis/BengioD11, author = {Yoshua Bengio and Olivier Delalleau}, editor = {Tapio Elomaa and Jaakko Hollm{\'{e}}n and Heikki Mannila}, title = {On the Expressive Power of Deep Architectures}, booktitle = {Discovery Science - 14th International Conference, {DS} 2011, Espoo, Finland, October 5-7, 2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6926}, pages = {1}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-24477-3\_1}, doi = {10.1007/978-3-642-24477-3\_1}, timestamp = {Tue, 14 May 2019 10:00:46 +0200}, biburl = {https://dblp.org/rec/conf/dis/BengioD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GlorotBB11, author = {Xavier Glorot and Antoine Bordes and Yoshua Bengio}, editor = {Lise Getoor and Tobias Scheffer}, title = {Domain Adaptation for Large-Scale Sentiment Classification: {A} Deep Learning Approach}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {513--520}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/342\_icmlpaper.pdf}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GlorotBB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RifaiVMGB11, author = {Salah Rifai and Pascal Vincent and Xavier Muller and Xavier Glorot and Yoshua Bengio}, editor = {Lise Getoor and Tobias Scheffer}, title = {Contractive Auto-Encoders: Explicit Invariance During Feature Extraction}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {833--840}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/455\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/RifaiVMGB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DauphinGB11, author = {Yann N. Dauphin and Xavier Glorot and Yoshua Bengio}, editor = {Lise Getoor and Tobias Scheffer}, title = {Large-Scale Learning of Embeddings with Reconstruction Sampling}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {945--952}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/491\_icmlpaper.pdf}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DauphinGB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CourvilleBB11, author = {Aaron C. Courville and James Bergstra and Yoshua Bengio}, editor = {Lise Getoor and Tobias Scheffer}, title = {Unsupervised Models of Images by Spikeand-Slab RBMs}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {1145--1152}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/591\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/CourvilleBB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismir/HamelLBE11, author = {Philippe Hamel and Simon Lemieux and Yoshua Bengio and Douglas Eck}, editor = {Anssi Klapuri and Colby Leider}, title = {Temporal Pooling and Multiscale Learning for Automatic Annotation and Ranking of Music Audio}, booktitle = {Proceedings of the 12th International Society for Music Information Retrieval Conference, {ISMIR} 2011, Miami, Florida, USA, October 24-28, 2011}, pages = {729--734}, publisher = {University of Miami}, year = {2011}, url = {http://ismir2011.ismir.net/papers/PS6-13.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismir/HamelLBE11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlslp/Bengio11, author = {Yoshua Bengio}, title = {On learning distributed representations of semantics}, booktitle = {2011 Symposium on Machine Learning in Speech and Language Processing, {MLSLP} 2011, Bellevue, WA, USA, June 27, 2011}, publisher = {{ISCA}}, year = {2011}, url = {http://www.isca-speech.org/archive/mlslp\_2011/ml11\_112.html}, timestamp = {Tue, 16 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlslp/Bengio11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DelalleauB11, author = {Olivier Delalleau and Yoshua Bengio}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Shallow vs. Deep Sum-Product Networks}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {666--674}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/8e6b42f1644ecb1327dc03ab345e618b-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/DelalleauB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RifaiDVBM11, author = {Salah Rifai and Yann N. Dauphin and Pascal Vincent and Yoshua Bengio and Xavier Muller}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {The Manifold Tangent Classifier}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {2294--2302}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/d1f44e2f09dc172978a4d3151d11d63e-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RifaiDVBM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DesjardinsCB11, author = {Guillaume Desjardins and Aaron C. Courville and Yoshua Bengio}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {On Tracking The Partition Function}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {2501--2509}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/861dc9bd7f4e7dd3cccd534d0ae2a2e9-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DesjardinsCB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BergstraBBK11, author = {James Bergstra and R{\'{e}}mi Bardenet and Yoshua Bengio and Bal{\'{a}}zs K{\'{e}}gl}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Algorithms for Hyper-Parameter Optimization}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {2546--2554}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/86e8f7ab32cfd12577bc2619bc635690-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BergstraBBK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/RifaiMVMBDG11, author = {Salah Rifai and Gr{\'{e}}goire Mesnil and Pascal Vincent and Xavier Muller and Yoshua Bengio and Yann N. Dauphin and Xavier Glorot}, editor = {Dimitrios Gunopulos and Thomas Hofmann and Donato Malerba and Michalis Vazirgiannis}, title = {Higher Order Contractive Auto-Encoder}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {6912}, pages = {645--660}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-23783-6\_41}, doi = {10.1007/978-3-642-23783-6\_41}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/RifaiMVMBDG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/Bengio11, author = {Yoshua Bengio}, editor = {Geoffrey J. Gordon and David B. Dunson and Miroslav Dud{\'{\i}}k}, title = {Discussion of "The Neural Autoregressive Distribution Estimator"}, booktitle = {Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA, April 11-13, 2011}, series = {{JMLR} Proceedings}, volume = {15}, pages = {38--39}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v15/bengio11a/bengio11a.pdf}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/Bengio11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/BengioBBBBCCCEEGMLPRSS11, author = {Yoshua Bengio and Fr{\'{e}}d{\'{e}}ric Bastien and Arnaud Bergeron and Nicolas Boulanger{-}Lewandowski and Thomas M. Breuel and Youssouf Chherawala and Moustapha Ciss{\'{e}} and Myriam C{\^{o}}t{\'{e}} and Dumitru Erhan and Jeremy Eustache and Xavier Glorot and Xavier Muller and Sylvain Pannetier Lebeuf and Razvan Pascanu and Salah Rifai and Fran{\c{c}}ois Savard and Guillaume Sicard}, editor = {Geoffrey J. Gordon and David B. Dunson and Miroslav Dud{\'{\i}}k}, title = {Deep Learners Benefit More from Out-of-Distribution Examples}, booktitle = {Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA, April 11-13, 2011}, series = {{JMLR} Proceedings}, volume = {15}, pages = {164--172}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v15/bengio11b/bengio11b.pdf}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BengioBBBBCCCEEGMLPRSS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/CourvilleBB11, author = {Aaron C. Courville and James Bergstra and Yoshua Bengio}, editor = {Geoffrey J. Gordon and David B. Dunson and Miroslav Dud{\'{\i}}k}, title = {A Spike and Slab Restricted Boltzmann Machine}, booktitle = {Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA, April 11-13, 2011}, series = {{JMLR} Proceedings}, volume = {15}, pages = {233--241}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v15/courville11a/courville11a.pdf}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/CourvilleBB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/GlorotBB11, author = {Xavier Glorot and Antoine Bordes and Yoshua Bengio}, editor = {Geoffrey J. Gordon and David B. Dunson and Miroslav Dud{\'{\i}}k}, title = {Deep Sparse Rectifier Neural Networks}, booktitle = {Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA, April 11-13, 2011}, series = {{JMLR} Proceedings}, volume = {15}, pages = {315--323}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v15/glorot11a/glorot11a.pdf}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/GlorotBB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1103-2832, author = {Michael I. Mandel and Razvan Pascanu and Hugo Larochelle and Yoshua Bengio}, title = {Autotagging music with conditional restricted Boltzmann machines}, journal = {CoRR}, volume = {abs/1103.2832}, year = {2011}, url = {http://arxiv.org/abs/1103.2832}, eprinttype = {arXiv}, eprint = {1103.2832}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1103-2832.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1104-3250, author = {Salah Rifai and Xavier Glorot and Yoshua Bengio and Pascal Vincent}, title = {Adding noise to the input of a model trained with a regularized objective}, journal = {CoRR}, volume = {abs/1104.3250}, year = {2011}, url = {http://arxiv.org/abs/1104.3250}, eprinttype = {arXiv}, eprint = {1104.3250}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1104-3250.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1104-4153, author = {Salah Rifai and Xavier Muller and Xavier Glorot and Gr{\'{e}}goire Mesnil and Yoshua Bengio and Pascal Vincent}, title = {Learning invariant features through local space contraction}, journal = {CoRR}, volume = {abs/1104.4153}, year = {2011}, url = {http://arxiv.org/abs/1104.4153}, eprinttype = {arXiv}, eprint = {1104.4153}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1104-4153.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1107-3663, author = {Antoine Bordes and Xavier Glorot and Jason Weston and Yoshua Bengio}, title = {Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings}, journal = {CoRR}, volume = {abs/1107.3663}, year = {2011}, url = {http://arxiv.org/abs/1107.3663}, eprinttype = {arXiv}, eprint = {1107.3663}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1107-3663.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-6638, author = {James Bergstra and Aaron C. Courville and Yoshua Bengio}, title = {The Statistical Inefficiency of Sparse Coding for Images (or, One Gabor to Rule them All)}, journal = {CoRR}, volume = {abs/1109.6638}, year = {2011}, url = {http://arxiv.org/abs/1109.6638}, eprinttype = {arXiv}, eprint = {1109.6638}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-6638.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ci/BengioDS10, author = {Yoshua Bengio and Olivier Delalleau and Clarence Simard}, title = {Decision trees do not generalize to new variations}, journal = {Comput. Intell.}, volume = {26}, number = {4}, pages = {449--467}, year = {2010}, url = {https://doi.org/10.1111/j.1467-8640.2010.00366.x}, doi = {10.1111/J.1467-8640.2010.00366.X}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ci/BengioDS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcns/RivestKB10, author = {Fran{\c{c}}ois Rivest and John Kalaska and Yoshua Bengio}, title = {Alternative time representation in dopamine models}, journal = {J. Comput. Neurosci.}, volume = {28}, number = {1}, pages = {107--130}, year = {2010}, url = {https://doi.org/10.1007/s10827-009-0191-1}, doi = {10.1007/S10827-009-0191-1}, timestamp = {Thu, 16 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcns/RivestKB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ErhanBCMVB10, author = {Dumitru Erhan and Yoshua Bengio and Aaron C. Courville and Pierre{-}Antoine Manzagol and Pascal Vincent and Samy Bengio}, title = {Why Does Unsupervised Pre-training Help Deep Learning?}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {625--660}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1756025}, doi = {10.5555/1756006.1756025}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ErhanBCMVB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/VincentLLBM10, author = {Pascal Vincent and Hugo Larochelle and Isabelle Lajoie and Yoshua Bengio and Pierre{-}Antoine Manzagol}, title = {Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {3371--3408}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1953039}, doi = {10.5555/1756006.1953039}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/VincentLLBM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/RouxB10, author = {Nicolas Le Roux and Yoshua Bengio}, title = {Deep Belief Networks Are Compact Universal Approximators}, journal = {Neural Comput.}, volume = {22}, number = {8}, pages = {2192--2207}, year = {2010}, url = {https://doi.org/10.1162/neco.2010.08-09-1081}, doi = {10.1162/NECO.2010.08-09-1081}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/RouxB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/LarochelleBT10, author = {Hugo Larochelle and Yoshua Bengio and Joseph P. Turian}, title = {Tractable Multivariate Binary Density Estimation and the Restricted Boltzmann Forest}, journal = {Neural Comput.}, volume = {22}, number = {9}, pages = {2285--2307}, year = {2010}, url = {https://doi.org/10.1162/NECO\_a\_00014}, doi = {10.1162/NECO\_A\_00014}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/LarochelleBT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/TurianRB10, author = {Joseph P. Turian and Lev{-}Arie Ratinov and Yoshua Bengio}, editor = {Jan Hajic and Sandra Carberry and Stephen Clark}, title = {Word Representations: {A} Simple and General Method for Semi-Supervised Learning}, booktitle = {{ACL} 2010, Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, July 11-16, 2010, Uppsala, Sweden}, pages = {384--394}, publisher = {The Association for Computer Linguistics}, year = {2010}, url = {https://aclanthology.org/P10-1040/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/TurianRB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismir/MandelEB10, author = {Michael I. Mandel and Douglas Eck and Yoshua Bengio}, editor = {J. Stephen Downie and Remco C. Veltkamp}, title = {Learning Tags that Vary Within a Song}, booktitle = {Proceedings of the 11th International Society for Music Information Retrieval Conference, {ISMIR} 2010, Utrecht, Netherlands, August 9-13, 2010}, pages = {399--404}, publisher = {International Society for Music Information Retrieval}, year = {2010}, url = {http://ismir2010.ismir.net/proceedings/ismir2010-68.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismir/MandelEB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scipy/BergstraBBLPDTWB10, author = {James Bergstra and Olivier Breuleux and Fr{\'{e}}d{\'{e}}ric Bastien and Pascal Lamblin and Razvan Pascanu and Guillaume Desjardins and Joseph P. Turian and David Warde{-}Farley and Yoshua Bengio}, editor = {St{\'{e}}fan van der Walt and Jarrod Millman}, title = {Theano: {A} {CPU} and {GPU} Math Compiler in Python}, booktitle = {Proceedings of the 9th Python in Science Conference 2010 (SciPy 2010), Austin, Texas, June 28 - July 3, 2010}, pages = {18--24}, publisher = {scipy.org}, year = {2010}, url = {https://doi.org/10.25080/Majora-92bf1922-003}, doi = {10.25080/MAJORA-92BF1922-003}, timestamp = {Tue, 16 May 2023 17:03:08 +0200}, biburl = {https://dblp.org/rec/conf/scipy/BergstraBBLPDTWB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/DesjardinsCBVD10, author = {Guillaume Desjardins and Aaron C. Courville and Yoshua Bengio and Pascal Vincent and Olivier Delalleau}, editor = {Yee Whye Teh and D. Mike Titterington}, title = {Tempered Markov Chain Monte Carlo for training of Restricted Boltzmann Machines}, booktitle = {Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia, Italy, May 13-15, 2010}, series = {{JMLR} Proceedings}, volume = {9}, pages = {145--152}, publisher = {JMLR.org}, year = {2010}, url = {http://proceedings.mlr.press/v9/desjardins10a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/DesjardinsCBVD10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/ErhanCBV10, author = {Dumitru Erhan and Aaron C. Courville and Yoshua Bengio and Pascal Vincent}, editor = {Yee Whye Teh and D. Mike Titterington}, title = {Why Does Unsupervised Pre-training Help Deep Learning?}, booktitle = {Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia, Italy, May 13-15, 2010}, series = {{JMLR} Proceedings}, volume = {9}, pages = {201--208}, publisher = {JMLR.org}, year = {2010}, url = {http://proceedings.mlr.press/v9/erhan10a.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ErhanCBV10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/GlorotB10, author = {Xavier Glorot and Yoshua Bengio}, editor = {Yee Whye Teh and D. Mike Titterington}, title = {Understanding the difficulty of training deep feedforward neural networks}, booktitle = {Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia, Italy, May 13-15, 2010}, series = {{JMLR} Proceedings}, volume = {9}, pages = {249--256}, publisher = {JMLR.org}, year = {2010}, url = {http://proceedings.mlr.press/v9/glorot10a.html}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/GlorotB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1009-3589, author = {Fr{\'{e}}d{\'{e}}ric Bastien and Yoshua Bengio and Arnaud Bergeron and Nicolas Boulanger{-}Lewandowski and Thomas M. Breuel and Youssouf Chherawala and Moustapha Ciss{\'{e}} and Myriam C{\^{o}}t{\'{e}} and Dumitru Erhan and Jeremy Eustache and Xavier Glorot and Xavier Muller and Sylvain Pannetier Lebeuf and Razvan Pascanu and Salah Rifai and Fran{\c{c}}ois Savard and Guillaume Sicard}, title = {Deep Self-Taught Learning for Handwritten Character Recognition}, journal = {CoRR}, volume = {abs/1009.3589}, year = {2010}, url = {http://arxiv.org/abs/1009.3589}, eprinttype = {arXiv}, eprint = {1009.3589}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1009-3589.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1012-3476, author = {Guillaume Desjardins and Aaron C. Courville and Yoshua Bengio}, title = {Adaptive Parallel Tempering for Stochastic Maximum Likelihood Learning of RBMs}, journal = {CoRR}, volume = {abs/1012.3476}, year = {2010}, url = {http://arxiv.org/abs/1012.3476}, eprinttype = {arXiv}, eprint = {1012.3476}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1012-3476.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/Bengio09, author = {Yoshua Bengio}, title = {Learning Deep Architectures for {AI}}, journal = {Found. Trends Mach. Learn.}, volume = {2}, number = {1}, pages = {1--127}, year = {2009}, url = {https://doi.org/10.1561/2200000006}, doi = {10.1561/2200000006}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ftml/Bengio09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LarochelleBLL09, author = {Hugo Larochelle and Yoshua Bengio and J{\'{e}}r{\^{o}}me Louradour and Pascal Lamblin}, title = {Exploring Strategies for Training Deep Neural Networks}, journal = {J. Mach. Learn. Res.}, volume = {10}, pages = {1--40}, year = {2009}, url = {https://dl.acm.org/doi/10.5555/1577069.1577070}, doi = {10.5555/1577069.1577070}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LarochelleBLL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/DugasBBNG09, author = {Charles Dugas and Yoshua Bengio and Fran{\c{c}}ois B{\'{e}}lisle and Claude Nadeau and Ren{\'{e}} Garcia}, title = {Incorporating Functional Knowledge in Neural Networks}, journal = {J. Mach. Learn. Res.}, volume = {10}, pages = {1239--1262}, year = {2009}, url = {https://dl.acm.org/doi/10.5555/1577069.1577111}, doi = {10.5555/1577069.1577111}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/DugasBBNG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BengioD09, author = {Yoshua Bengio and Olivier Delalleau}, title = {Justifying and Generalizing Contrastive Divergence}, journal = {Neural Comput.}, volume = {21}, number = {6}, pages = {1601--1621}, year = {2009}, url = {https://doi.org/10.1162/neco.2008.11-07-647}, doi = {10.1162/NECO.2008.11-07-647}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/BengioD09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/CarreauB09, author = {Julie Carreau and Yoshua Bengio}, title = {A Hybrid Pareto Mixture for Conditional Asymmetric Fat-Tailed Distributions}, journal = {{IEEE} Trans. Neural Networks}, volume = {20}, number = {7}, pages = {1087--1101}, year = {2009}, url = {https://doi.org/10.1109/TNN.2009.2016339}, doi = {10.1109/TNN.2009.2016339}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/CarreauB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/YuSLHB09, author = {Kai Yu and Ruslan Salakhutdinov and Yann LeCun and Geoffrey E. Hinton and Yoshua Bengio}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Workshop summary: Workshop on learning feature hierarchies}, booktitle = {Proceedings of the 26th Annual International Conference on Machine Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009}, series = {{ACM} International Conference Proceeding Series}, volume = {382}, pages = {5}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553543}, doi = {10.1145/1553374.1553543}, timestamp = {Tue, 06 Nov 2018 16:58:29 +0100}, biburl = {https://dblp.org/rec/conf/icml/YuSLHB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BengioLCW09, author = {Yoshua Bengio and J{\'{e}}r{\^{o}}me Louradour and Ronan Collobert and Jason Weston}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Curriculum learning}, booktitle = {Proceedings of the 26th Annual International Conference on Machine Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009}, series = {{ACM} International Conference Proceeding Series}, volume = {382}, pages = {41--48}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553380}, doi = {10.1145/1553374.1553380}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/BengioLCW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/TurianBB09, author = {Joseph P. Turian and James Bergstra and Yoshua Bengio}, title = {Quadratic Features and Deep Architectures for Chunking}, booktitle = {Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31 - June 5, 2009, Boulder, Colorado, USA, Short Papers}, pages = {245--248}, publisher = {The Association for Computational Linguistics}, year = {2009}, url = {https://aclanthology.org/N09-2062/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/TurianBB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BergstraB09, author = {James Bergstra and Yoshua Bengio}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Slow, Decorrelated Features for Pretraining Complex Cell-like Networks}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {99--107}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/043c3d7e489c69b48737cc0c92d0f3a2-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BergstraB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CourvilleEB09, author = {Aaron C. Courville and Douglas Eck and Yoshua Bengio}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {405--413}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/1e6e0a04d20f50967c64dac2d639a577-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CourvilleEB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/ErhanMBBV09, author = {Dumitru Erhan and Pierre{-}Antoine Manzagol and Yoshua Bengio and Samy Bengio and Pascal Vincent}, editor = {David A. Van Dyk and Max Welling}, title = {The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training}, booktitle = {Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida, USA, April 16-18, 2009}, series = {{JMLR} Proceedings}, volume = {5}, pages = {153--160}, publisher = {JMLR.org}, year = {2009}, url = {http://proceedings.mlr.press/v5/erhan09a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ErhanMBBV09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/nips/2008, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2008}, timestamp = {Mon, 16 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/2008.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/nips/2009, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009}, isbn = {9781615679119}, timestamp = {Mon, 16 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/2009.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/RouxB08, author = {Nicolas Le Roux and Yoshua Bengio}, title = {Representational Power of Restricted Boltzmann Machines and Deep Belief Networks}, journal = {Neural Comput.}, volume = {20}, number = {6}, pages = {1631--1649}, year = {2008}, url = {https://doi.org/10.1162/neco.2008.04-07-510}, doi = {10.1162/NECO.2008.04-07-510}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/RouxB08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scholarpedia/Bengio08, author = {Yoshua Bengio}, title = {Neural net language models}, journal = {Scholarpedia}, volume = {3}, number = {1}, pages = {3881}, year = {2008}, url = {https://doi.org/10.4249/scholarpedia.3881}, doi = {10.4249/SCHOLARPEDIA.3881}, timestamp = {Thu, 23 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/scholarpedia/Bengio08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BengioS08, author = {Yoshua Bengio and Jean{-}S{\'{e}}bastien Senecal}, title = {Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model}, journal = {{IEEE} Trans. Neural Networks}, volume = {19}, number = {4}, pages = {713--722}, year = {2008}, url = {https://doi.org/10.1109/TNN.2007.912312}, doi = {10.1109/TNN.2007.912312}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/BengioS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LarochelleEB08, author = {Hugo Larochelle and Dumitru Erhan and Yoshua Bengio}, editor = {Dieter Fox and Carla P. Gomes}, title = {Zero-data Learning of New Tasks}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {646--651}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-103.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LarochelleEB08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LarochelleB08, author = {Hugo Larochelle and Yoshua Bengio}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {Classification using discriminative restricted Boltzmann machines}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {536--543}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390224}, doi = {10.1145/1390156.1390224}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/LarochelleB08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/VincentLBM08, author = {Pascal Vincent and Hugo Larochelle and Yoshua Bengio and Pierre{-}Antoine Manzagol}, editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis}, title = {Extracting and composing robust features with denoising autoencoders}, booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference {(ICML} 2008), Helsinki, Finland, June 5-9, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {307}, pages = {1096--1103}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1390156.1390294}, doi = {10.1145/1390156.1390294}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/VincentLBM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcp/ChapadosB07, author = {Nicolas Chapados and Yoshua Bengio}, title = {Noisy {K} Best-Paths for Approximate Dynamic Programming with Application to Portfolio Optimization}, journal = {J. Comput.}, volume = {2}, number = {1}, pages = {12--19}, year = {2007}, url = {http://www.jcomputers.us/index.php?m=content\&\#38;c=index\&\#38;a=show\&\#38;catid=72\&\#38;id=877}, doi = {10.4304/JCP.2.1.12-19}, timestamp = {Thu, 25 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcp/ChapadosB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LarochelleECBB07, author = {Hugo Larochelle and Dumitru Erhan and Aaron C. Courville and James Bergstra and Yoshua Bengio}, editor = {Zoubin Ghahramani}, title = {An empirical evaluation of deep architectures on problems with many factors of variation}, booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007}, series = {{ACM} International Conference Proceeding Series}, volume = {227}, pages = {473--480}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1273496.1273556}, doi = {10.1145/1273496.1273556}, timestamp = {Wed, 28 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/LarochelleECBB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChapadosB07, author = {Nicolas Chapados and Yoshua Bengio}, editor = {John C. Platt and Daphne Koller and Yoram Singer and Sam T. Roweis}, title = {Augmented Functional Time Series Representation and Forecasting with Gaussian Processes}, booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}, pages = {265--272}, publisher = {Curran Associates, Inc.}, year = {2007}, url = {https://proceedings.neurips.cc/paper/2007/hash/81e74d678581a3bb7a720b019f4f1a93-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ChapadosB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RouxBLJK07, author = {Nicolas Le Roux and Yoshua Bengio and Pascal Lamblin and Marc Joliveau and Bal{\'{a}}zs K{\'{e}}gl}, editor = {John C. Platt and Daphne Koller and Yoram Singer and Sam T. Roweis}, title = {Learning the 2-D Topology of Images}, booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}, pages = {841--848}, publisher = {Curran Associates, Inc.}, year = {2007}, url = {https://proceedings.neurips.cc/paper/2007/hash/7fa732b517cbed14a48843d74526c11a-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RouxBLJK07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RouxMB07, author = {Nicolas Le Roux and Pierre{-}Antoine Manzagol and Yoshua Bengio}, editor = {John C. Platt and Daphne Koller and Yoram Singer and Sam T. Roweis}, title = {Topmoumoute Online Natural Gradient Algorithm}, booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}, pages = {849--856}, publisher = {Curran Associates, Inc.}, year = {2007}, url = {https://proceedings.neurips.cc/paper/2007/hash/9f61408e3afb633e50cdf1b20de6f466-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RouxMB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/CarreauB07, author = {Julie Carreau and Yoshua Bengio}, editor = {Marina Meila and Xiaotong Shen}, title = {A Hybrid Pareto Model for Conditional Density Estimation of Asymmetric Fat-Tail Data}, booktitle = {Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico, March 21-24, 2007}, series = {{JMLR} Proceedings}, volume = {2}, pages = {51--58}, publisher = {JMLR.org}, year = {2007}, url = {http://proceedings.mlr.press/v2/carreau07a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/CarreauB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/RouxB07, author = {Nicolas Le Roux and Yoshua Bengio}, editor = {Marina Meila and Xiaotong Shen}, title = {Continuous Neural Networks}, booktitle = {Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico, March 21-24, 2007}, series = {{JMLR} Proceedings}, volume = {2}, pages = {404--411}, publisher = {JMLR.org}, year = {2007}, url = {http://proceedings.mlr.press/v2/leroux07a.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/RouxB07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcisd/ErhanLYB06, author = {Dumitru Erhan and Pierre{-}Jean L'Heureux and Shi Yi Yue and Yoshua Bengio}, title = {Collaborative Filtering on a Family of Biological Targets}, journal = {J. Chem. Inf. Model.}, volume = {46}, number = {2}, pages = {626--635}, year = {2006}, url = {https://doi.org/10.1021/ci050367t}, doi = {10.1021/CI050367T}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcisd/ErhanLYB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BengioML06, author = {Yoshua Bengio and Martin Monperrus and Hugo Larochelle}, title = {Nonlocal Estimation of Manifold Structure}, journal = {Neural Comput.}, volume = {18}, number = {10}, pages = {2509--2528}, year = {2006}, url = {https://doi.org/10.1162/neco.2006.18.10.2509}, doi = {10.1162/NECO.2006.18.10.2509}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/BengioML06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ai/ChapadosB06, author = {Nicolas Chapados and Yoshua Bengio}, editor = {Luc Lamontagne and Mario Marchand}, title = {The \emph{K} Best-Paths Approach to Approximate Dynamic Programming with Application to Portfolio Optimization}, booktitle = {Advances in Artificial Intelligence, 19th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian {AI} 2006, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, June 7-9, 2006, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {4013}, pages = {491--502}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11766247\_42}, doi = {10.1007/11766247\_42}, timestamp = {Thu, 28 Sep 2023 12:27:07 +0200}, biburl = {https://dblp.org/rec/conf/ai/ChapadosB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioLPL06, author = {Yoshua Bengio and Pascal Lamblin and Dan Popovici and Hugo Larochelle}, editor = {Bernhard Sch{\"{o}}lkopf and John C. Platt and Thomas Hofmann}, title = {Greedy Layer-Wise Training of Deep Networks}, booktitle = {Advances in Neural Information Processing Systems 19, Proceedings of the Twentieth Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 4-7, 2006}, pages = {153--160}, publisher = {{MIT} Press}, year = {2006}, url = {https://proceedings.neurips.cc/paper/2006/hash/5da713a690c067105aeb2fae32403405-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioLPL06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/mit/06/GrandvaletB06, author = {Yves Grandvalet and Yoshua Bengio}, editor = {Olivier Chapelle and Bernhard Sch{\"{o}}lkopf and Alexander Zien}, title = {Entropy Regularization}, booktitle = {Semi-Supervised Learning}, pages = {151--168}, publisher = {The {MIT} Press}, year = {2006}, url = {https://doi.org/10.7551/mitpress/9780262033589.003.0009}, doi = {10.7551/MITPRESS/9780262033589.003.0009}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/mit/06/GrandvaletB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/mit/06/BengioDR06, author = {Yoshua Bengio and Olivier Delalleau and Nicolas Le Roux}, editor = {Olivier Chapelle and Bernhard Sch{\"{o}}lkopf and Alexander Zien}, title = {Label Propagation and Quadratic Criterion}, booktitle = {Semi-Supervised Learning}, pages = {192--216}, publisher = {The {MIT} Press}, year = {2006}, url = {https://doi.org/10.7551/mitpress/9780262033589.003.0011}, doi = {10.7551/MITPRESS/9780262033589.003.0011}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/mit/06/BengioDR06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/mit/06/DelalleauBR06, author = {Olivier Delalleau and Yoshua Bengio and Nicolas Le Roux}, editor = {Olivier Chapelle and Bernhard Sch{\"{o}}lkopf and Alexander Zien}, title = {Large-Scale Algorithms}, booktitle = {Semi-Supervised Learning}, pages = {332--341}, publisher = {The {MIT} Press}, year = {2006}, url = {https://doi.org/10.7551/mitpress/9780262033589.003.0018}, doi = {10.7551/MITPRESS/9780262033589.003.0018}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/mit/06/DelalleauBR06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/06/BengioDRPVO06, author = {Yoshua Bengio and Olivier Delalleau and Nicolas Le Roux and Jean{-}Fran{\c{c}}ois Paiement and Pascal Vincent and Marie Ouimet}, editor = {Isabelle Guyon and Masoud Nikravesh and Steve R. Gunn and Lotfi A. Zadeh}, title = {Spectral Dimensionality Reduction}, booktitle = {Feature Extraction - Foundations and Applications}, series = {Studies in Fuzziness and Soft Computing}, volume = {207}, pages = {519--550}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/978-3-540-35488-8\_28}, doi = {10.1007/978-3-540-35488-8\_28}, timestamp = {Fri, 26 Jul 2019 12:50:23 +0200}, biburl = {https://dblp.org/rec/books/sp/06/BengioDRPVO06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/DelalleauBR05, author = {Olivier Delalleau and Yoshua Bengio and Nicolas Le Roux}, editor = {Robert G. Cowell and Zoubin Ghahramani}, title = {Efficient Non-Parametric Function Induction in Semi-Supervised Learning}, booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8, 2005}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2005}, url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/204.pdf}, timestamp = {Wed, 06 May 2015 20:30:46 +0200}, biburl = {https://dblp.org/rec/conf/aistats/DelalleauBR05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/MorinB05, author = {Frederic Morin and Yoshua Bengio}, editor = {Robert G. Cowell and Zoubin Ghahramani}, title = {Hierarchical Probabilistic Neural Network Language Model}, booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8, 2005}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2005}, url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/208.pdf}, timestamp = {Wed, 06 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/MorinB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/OuimetB05, author = {Marie Ouimet and Yoshua Bengio}, editor = {Robert G. Cowell and Zoubin Ghahramani}, title = {Greedy Spectral Embedding}, booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8, 2005}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2005}, url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/209.pdf}, timestamp = {Wed, 06 May 2015 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/OuimetB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cfap/GrandvaletB05, author = {Yves Grandvalet and Yoshua Bengio}, editor = {Fran{\c{c}}ois Denis}, title = {Semi-supervised Learning by Entropy Minimization}, booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage automatique - 2005, Nice, France, du 31 mai au 3 juin 2005}, pages = {281--296}, publisher = {{PUG}}, year = {2005}, timestamp = {Wed, 29 Jun 2005 08:39:22 +0200}, biburl = {https://dblp.org/rec/conf/cfap/GrandvaletB05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioDR05, author = {Yoshua Bengio and Olivier Delalleau and Nicolas Le Roux}, title = {The Curse of Highly Variable Functions for Local Kernel Machines}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {107--114}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/663772ea088360f95bac3dc7ffb841be-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioDR05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioLV05, author = {Yoshua Bengio and Hugo Larochelle and Pascal Vincent}, title = {Non-Local Manifold Parzen Windows}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {115--122}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/17eb7ecc4c38e4705361cccd903ad8c6-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BengioLV05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioRVDM05, author = {Yoshua Bengio and Nicolas Le Roux and Pascal Vincent and Olivier Delalleau and Patrice Marcotte}, title = {Convex Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {123--130}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/0fc170ecbb8ff1afb2c6de48ea5343e7-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BengioRVDM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcamd/LHeureuxCBDY04, author = {Pierre{-}Jean L'Heureux and Julie Carreau and Yoshua Bengio and Olivier Delalleau and Shi Yi Yue}, title = {Locally Linear Embedding for dimensionality reduction in {QSAR}}, journal = {J. Comput. Aided Mol. Des.}, volume = {18}, number = {7}, pages = {475--482}, year = {2004}, url = {https://doi.org/10.1007/s10822-004-5319-9}, doi = {10.1007/S10822-004-5319-9}, timestamp = {Thu, 16 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcamd/LHeureuxCBDY04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BengioG04, author = {Yoshua Bengio and Yves Grandvalet}, title = {No Unbiased Estimator of the Variance of K-Fold Cross-Validation}, journal = {J. Mach. Learn. Res.}, volume = {5}, pages = {1089--1105}, year = {2004}, url = {http://jmlr.org/papers/volume5/grandvalet04a/grandvalet04a.pdf}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BengioG04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BengioDRPVO04, author = {Yoshua Bengio and Olivier Delalleau and Nicolas Le Roux and Jean{-}Fran{\c{c}}ois Paiement and Pascal Vincent and Marie Ouimet}, title = {Learning Eigenfunctions Links Spectral Embedding and Kernel {PCA}}, journal = {Neural Comput.}, volume = {16}, number = {10}, pages = {2197--2219}, year = {2004}, url = {https://doi.org/10.1162/0899766041732396}, doi = {10.1162/0899766041732396}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/BengioDRPVO04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/BhattacharyaGB04, author = {Indrajit Bhattacharya and Lise Getoor and Yoshua Bengio}, editor = {Donia Scott and Walter Daelemans and Marilyn A. Walker}, title = {Unsupervised Sense Disambiguation Using Bilingual Probabilistic Models}, booktitle = {Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 21-26 July, 2004, Barcelona, Spain}, pages = {287--294}, publisher = {{ACL}}, year = {2004}, url = {https://aclanthology.org/P04-1037/}, doi = {10.3115/1218955.1218992}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/BhattacharyaGB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioM04, author = {Yoshua Bengio and Martin Monperrus}, title = {Non-Local Manifold Tangent Learning}, booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver, British Columbia, Canada]}, pages = {129--136}, year = {2004}, url = {https://proceedings.neurips.cc/paper/2004/hash/0b7e926154c1274e8b602ff0d7c133d7-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GrandvaletB04, author = {Yves Grandvalet and Yoshua Bengio}, title = {Semi-supervised Learning by Entropy Minimization}, booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver, British Columbia, Canada]}, pages = {529--536}, year = {2004}, url = {https://proceedings.neurips.cc/paper/2004/hash/96f2b50b5d3613adf9c27049b2a888c7-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GrandvaletB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RivestBK04, author = {Fran{\c{c}}ois Rivest and Yoshua Bengio and John Kalaska}, title = {Brain Inspired Reinforcement Learning}, booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver, British Columbia, Canada]}, pages = {1129--1136}, year = {2004}, url = {https://proceedings.neurips.cc/paper/2004/hash/d37b3ca37106b2bfdeaa12647e3bb1c9-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/RivestBK04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/taln/BoufadenBL04, author = {Narj{\`{e}}s Boufaden and Yoshua Bengio and Guy Lapalme}, editor = {Philippe Blache and No{\"{e}}l Nguyen and Nouredine Chenfour and Abdenbi Rajouani}, title = {Approche statistique pour le rep{\'{e}}rage de mots informatifs dans les textes oraux}, booktitle = {Actes de la 11{\`{e}}me conf{\'{e}}rence sur le Traitement Automatique des Langues Naturelles. Articles longs, {TALN} 2004, F{\`{e}}s, Maroc, April 2004}, pages = {249--258}, publisher = {{ATALA}}, year = {2004}, url = {https://aclanthology.org/2004.jeptalnrecital-long.26/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/taln/BoufadenBL04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijprai/CollobertB03, author = {Ronan Collobert and Yoshua Bengio and Samy Bengio}, title = {Scaling Large Learning Problems with Hard Parallel Mixtures}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {17}, number = {3}, pages = {349--365}, year = {2003}, url = {https://doi.org/10.1142/S0218001403002411}, doi = {10.1142/S0218001403002411}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijprai/CollobertB03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BengioDVJ03, author = {Yoshua Bengio and R{\'{e}}jean Ducharme and Pascal Vincent and Christian Janvin}, title = {A Neural Probabilistic Language Model}, journal = {J. Mach. Learn. Res.}, volume = {3}, pages = {1137--1155}, year = {2003}, url = {http://jmlr.org/papers/v3/bengio03a.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BengioDVJ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BengioC03, author = {Yoshua Bengio and Nicolas Chapados}, title = {Extensions to Metric-Based Model Selection}, journal = {J. Mach. Learn. Res.}, volume = {3}, pages = {1209--1227}, year = {2003}, url = {http://jmlr.org/papers/v3/bengio03b.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BengioC03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/NadeauB03, author = {Claude Nadeau and Yoshua Bengio}, title = {Inference for the Generalization Error}, journal = {Mach. Learn.}, volume = {52}, number = {3}, pages = {239--281}, year = {2003}, url = {https://doi.org/10.1023/A:1024068626366}, doi = {10.1023/A:1024068626366}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/NadeauB03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/GhosnB03, author = {Joumana Ghosn and Yoshua Bengio}, title = {Bias learning, knowledge sharing}, journal = {{IEEE} Trans. Neural Networks}, volume = {14}, number = {4}, pages = {748--765}, year = {2003}, url = {https://doi.org/10.1109/TNN.2003.810608}, doi = {10.1109/TNN.2003.810608}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/GhosnB03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/BengioS03, author = {Yoshua Bengio and Jean{-}S{\'{e}}bastien Senecal}, editor = {Christopher M. Bishop and Brendan J. Frey}, title = {Quick Training of Probabilistic Neural Nets by Importance Sampling}, booktitle = {Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 2003, Key West, Florida, USA, January 3-6, 2003}, publisher = {Society for Artificial Intelligence and Statistics}, year = {2003}, url = {http://research.microsoft.com/en-us/um/cambridge/events/aistats2003/proceedings/164.pdf}, timestamp = {Wed, 06 May 2015 20:33:21 +0200}, biburl = {https://dblp.org/rec/conf/aistats/BengioS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioPVDRO03, author = {Yoshua Bengio and Jean{-}Fran{\c{c}}ois Paiement and Pascal Vincent and Olivier Delalleau and Nicolas Le Roux and Marie Ouimet}, editor = {Sebastian Thrun and Lawrence K. Saul and Bernhard Sch{\"{o}}lkopf}, title = {Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering}, booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and Whistler, British Columbia, Canada]}, pages = {177--184}, publisher = {{MIT} Press}, year = {2003}, url = {https://proceedings.neurips.cc/paper/2003/hash/cf05968255451bdefe3c5bc64d550517-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioPVDRO03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioG03, author = {Yoshua Bengio and Yves Grandvalet}, editor = {Sebastian Thrun and Lawrence K. Saul and Bernhard Sch{\"{o}}lkopf}, title = {No Unbiased Estimator of the Variance of K-Fold Cross-Validation}, booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and Whistler, British Columbia, Canada]}, pages = {513--520}, publisher = {{MIT} Press}, year = {2003}, url = {https://proceedings.neurips.cc/paper/2003/hash/e82c4b19b8151ddc25d4d93baf7b908f-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BengioG03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/BengioS02, author = {Yoshua Bengio and Dale Schuurmans}, title = {Guest Introduction: Special Issue on New Methods for Model Selection and Model Combination}, journal = {Mach. Learn.}, volume = {48}, number = {1-3}, pages = {5--7}, year = {2002}, url = {https://doi.org/10.1023/A:1013921901994}, doi = {10.1023/A:1013921901994}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/BengioS02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChapelleVB02, author = {Olivier Chapelle and Vladimir Vapnik and Yoshua Bengio}, title = {Model Selection for Small Sample Regression}, journal = {Mach. Learn.}, volume = {48}, number = {1-3}, pages = {9--23}, year = {2002}, url = {https://doi.org/10.1023/A:1013943418833}, doi = {10.1023/A:1013943418833}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/ChapelleVB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/VincentB02, author = {Pascal Vincent and Yoshua Bengio}, title = {Kernel Matching Pursuit}, journal = {Mach. Learn.}, volume = {48}, number = {1-3}, pages = {165--187}, year = {2002}, url = {https://doi.org/10.1023/A:1013955821559}, doi = {10.1023/A:1013955821559}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/VincentB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/CollobertBB02, author = {Ronan Collobert and Samy Bengio and Yoshua Bengio}, title = {A Parallel Mixture of SVMs for Very Large Scale Problems}, journal = {Neural Comput.}, volume = {14}, number = {5}, pages = {1105--1114}, year = {2002}, url = {https://doi.org/10.1162/089976602753633402}, doi = {10.1162/089976602753633402}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/CollobertBB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/TakeuchiBK02, author = {Ichiro Takeuchi and Yoshua Bengio and Takafumi Kanamori}, title = {Robust Regression with Asymmetric Heavy-Tail Noise Distributions}, journal = {Neural Comput.}, volume = {14}, number = {10}, pages = {2469--2496}, year = {2002}, url = {https://doi.org/10.1162/08997660260293300}, doi = {10.1162/08997660260293300}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/TakeuchiBK02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VincentB02, author = {Pascal Vincent and Yoshua Bengio}, editor = {Suzanna Becker and Sebastian Thrun and Klaus Obermayer}, title = {Manifold Parzen Windows}, booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]}, pages = {825--832}, publisher = {{MIT} Press}, year = {2002}, url = {https://proceedings.neurips.cc/paper/2002/hash/2d969e2cee8cfa07ce7ca0bb13c7a36d-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/VincentB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nnsp/BengioC02, author = {Yoshua Bengio and Nicolas Chapados}, title = {Metric-based model selection for time-series forecasting}, booktitle = {Proceedings of the 12th {IEEE} Workshop on Neural Networks for Signal Processing, {NNSP} 2002, Martigny, Valais, Switzerland, September 4-6, 2002}, pages = {13--22}, publisher = {{IEEE}}, year = {2002}, url = {https://doi.org/10.1109/NNSP.2002.1030013}, doi = {10.1109/NNSP.2002.1030013}, timestamp = {Wed, 16 Oct 2019 14:14:54 +0200}, biburl = {https://dblp.org/rec/conf/nnsp/BengioC02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/svm/CollobertBB02, author = {Ronan Collobert and Yoshua Bengio and Samy Bengio}, editor = {Seong{-}Whan Lee and Alessandro Verri}, title = {Scaling Large Learning Problems with Hard Parallel Mixtures}, booktitle = {Pattern Recognition with Support Vector Machines, First International Workshop, {SVM} 2002, Niagara Falls, Canada, August 10, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2388}, pages = {8--23}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-45665-1\_2}, doi = {10.1007/3-540-45665-1\_2}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/svm/CollobertBB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/taln/BoufadenLB02, author = {Narj{\`{e}}s Boufaden and Guy Lapalme and Yoshua Bengio}, editor = {Jean{-}Marie Pierrel}, title = {Segmentation en th{\`{e}}mes de conversations t{\'{e}}l{\'{e}}phoniques : traitement en amont pour l'extraction d'information}, booktitle = {Actes de la 9{\`{e}}me conf{\'{e}}rence sur le Traitement Automatique des Langues Naturelles. Posters, {TALN} 2002, Nancy, France, June 2002}, pages = {376--381}, publisher = {{ATALA}}, year = {2002}, url = {https://aclanthology.org/2002.jeptalnrecital-poster.10/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/taln/BoufadenLB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BengioLD01, author = {Yoshua Bengio and Vincent{-}Philippe Lauzon and R{\'{e}}jean Ducharme}, title = {Experiments on the application of IOHMMs to model financial returns series}, journal = {{IEEE} Trans. Neural Networks}, volume = {12}, number = {1}, pages = {113--123}, year = {2001}, url = {https://doi.org/10.1109/72.896800}, doi = {10.1109/72.896800}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/BengioLD01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ChapadosB01, author = {Nicolas Chapados and Yoshua Bengio}, title = {Cost functions and model combination for VaR-based asset allocation using neural networks}, journal = {{IEEE} Trans. Neural Networks}, volume = {12}, number = {4}, pages = {890--906}, year = {2001}, url = {https://doi.org/10.1109/72.935098}, doi = {10.1109/72.935098}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ChapadosB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CollobertBB01, author = {Ronan Collobert and Samy Bengio and Yoshua Bengio}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {A Parallel Mixture of SVMs for Very Large Scale Problems}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {633--640}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/36ac8e558ac7690b6f44e2cb5ef93322-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/CollobertBB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VincentB01, author = {Pascal Vincent and Yoshua Bengio}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {985--992}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/1359aa933b48b754a2f54adb688bfa77-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/VincentB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChapadosBVGDTM01, author = {Nicolas Chapados and Yoshua Bengio and Pascal Vincent and Joumana Ghosn and Charles Dugas and Ichiro Takeuchi and Linyan Meng}, editor = {Thomas G. Dietterich and Suzanna Becker and Zoubin Ghahramani}, title = {Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference}, booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8, 2001, Vancouver, British Columbia, Canada]}, pages = {1369--1376}, publisher = {{MIT} Press}, year = {2001}, url = {https://proceedings.neurips.cc/paper/2001/hash/2d405b367158e3f12d7c1e31a96b3af3-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChapadosBVGDTM01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nlprs/BoufadenLB01, author = {Narj{\`{e}}s Boufaden and Guy Lapalme and Yoshua Bengio}, title = {Topic Segmentation : {A} First Stage to Dialog-Based Information Extraction}, booktitle = {Proceedings of the Sixth Natural Language Processing Pacific Rim Symposium, November 27-30, 2001, Hitotsubashi Memorial Hall, National Center of Sciences, Tokyo, Japan}, pages = {273--279}, year = {2001}, url = {http://www.afnlp.org/nlprs2001/pdf/0097-01.pdf}, timestamp = {Thu, 04 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nlprs/BoufadenLB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/SchwenkB00, author = {Holger Schwenk and Yoshua Bengio}, title = {Boosting Neural Networks}, journal = {Neural Comput.}, volume = {12}, number = {8}, pages = {1869--1887}, year = {2000}, url = {https://doi.org/10.1162/089976600300015178}, doi = {10.1162/089976600300015178}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/SchwenkB00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/Bengio00, author = {Yoshua Bengio}, title = {Gradient-Based Optimization of Hyperparameters}, journal = {Neural Comput.}, volume = {12}, number = {8}, pages = {1889--1900}, year = {2000}, url = {https://doi.org/10.1162/089976600300015187}, doi = {10.1162/089976600300015187}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/Bengio00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BengioB00, author = {Samy Bengio and Yoshua Bengio}, title = {Taking on the curse of dimensionality in joint distributions using neural networks}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {11}, number = {3}, pages = {550--557}, year = {2000}, url = {https://doi.org/10.1109/72.846725}, doi = {10.1109/72.846725}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/BengioB00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/GhosnB00, author = {Joumana Ghosn and Yoshua Bengio}, title = {Bias Learning, Knowledge Sharing}, booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 1}, pages = {9--14}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/IJCNN.2000.857806}, doi = {10.1109/IJCNN.2000.857806}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/GhosnB00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/Bengio00a, author = {Yoshua Bengio}, title = {Probabilistic Neural Network Models for Sequential Data}, booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 5}, pages = {79--84}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/IJCNN.2000.861438}, doi = {10.1109/IJCNN.2000.861438}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/Bengio00a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/VincentB00, author = {Pascal Vincent and Yoshua Bengio}, title = {A Neural Support Vector Network Architecture with Adaptive Kernels}, booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 5}, pages = {187--192}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/IJCNN.2000.861455}, doi = {10.1109/IJCNN.2000.861455}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/VincentB00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/Bengio00, author = {Yoshua Bengio}, title = {Continuous Optimization of Hyper-Parameters}, booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 1}, pages = {305--310}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/IJCNN.2000.857853}, doi = {10.1109/IJCNN.2000.857853}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcnn/Bengio00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DugasBBNG00, author = {Charles Dugas and Yoshua Bengio and Fran{\c{c}}ois B{\'{e}}lisle and Claude Nadeau and Ren{\'{e}} Garcia}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {Incorporating Second-Order Functional Knowledge for Better Option Pricing}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {472--478}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/44968aece94f667e4095002d140b5896-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/DugasBBNG00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioDV00, author = {Yoshua Bengio and R{\'{e}}jean Ducharme and Pascal Vincent}, editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, title = {A Neural Probabilistic Language Model}, booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}}, pages = {932--938}, publisher = {{MIT} Press}, year = {2000}, url = {https://proceedings.neurips.cc/paper/2000/hash/728f206c2a01bf572b5940d7d9a8fa4c-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BengioDV00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BengioBRB99, author = {Samy Bengio and Yoshua Bengio and Jacques Robert and Gilles B{\'{e}}langer}, title = {Stochastic Learning of Strategic Equilibria for Auctions}, journal = {Neural Comput.}, volume = {11}, number = {5}, pages = {1199--1209}, year = {1999}, url = {https://doi.org/10.1162/089976699300016412}, doi = {10.1162/089976699300016412}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/BengioBRB99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dcc/PigeonB99, author = {Steven Pigeon and Yoshua Bengio}, title = {Binary Pseudowavelets and Applications to Bilevel Image Processing}, booktitle = {Data Compression Conference, {DCC} 1999, Snowbird, Utah, USA, March 29-31, 1999}, pages = {364--373}, publisher = {{IEEE} Computer Society}, year = {1999}, url = {https://doi.org/10.1109/DCC.1999.755686}, doi = {10.1109/DCC.1999.755686}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dcc/PigeonB99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/NadeauB99, author = {Claude Nadeau and Yoshua Bengio}, editor = {Sara A. Solla and Todd K. Leen and Klaus{-}Robert M{\"{u}}ller}, title = {Inference for the Generalization Error}, booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference, Denver, Colorado, USA, November 29 - December 4, 1999]}, pages = {307--313}, publisher = {The {MIT} Press}, year = {1999}, url = {http://papers.nips.cc/paper/1661-inference-for-the-generalization-error}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/NadeauB99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioB99, author = {Yoshua Bengio and Samy Bengio}, editor = {Sara A. Solla and Todd K. Leen and Klaus{-}Robert M{\"{u}}ller}, title = {Modeling High-Dimensional Discrete Data with Multi-Layer Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference, Denver, Colorado, USA, November 29 - December 4, 1999]}, pages = {400--406}, publisher = {The {MIT} Press}, year = {1999}, url = {http://papers.nips.cc/paper/1679-modeling-high-dimensional-discrete-data-with-multi-layer-neural-networks}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BengioB99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/shape/CunHBB99, author = {Yann LeCun and Patrick Haffner and L{\'{e}}on Bottou and Yoshua Bengio}, editor = {David A. Forsyth and Joseph L. Mundy and Vito Di Ges{\`{u}} and Roberto Cipolla}, title = {Object Recognition with Gradient-Based Learning}, booktitle = {Shape, Contour and Grouping in Computer Vision}, series = {Lecture Notes in Computer Science}, volume = {1681}, pages = {319}, publisher = {Springer}, year = {1999}, url = {https://doi.org/10.1007/3-540-46805-6\_19}, doi = {10.1007/3-540-46805-6\_19}, timestamp = {Tue, 14 May 2019 10:00:35 +0200}, biburl = {https://dblp.org/rec/conf/shape/CunHBB99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cai/BengioGGLS98, author = {Yoshua Bengio and Francois Gingras and Bernard Goulard and Jean{-}Marc Lina and Keith Scott}, title = {Gaussian Mixture Densities for Classification of Nuclear Power Plant Data}, journal = {Comput. Artif. Intell.}, volume = {17}, number = {2-3}, pages = {189--209}, year = {1998}, url = {http://www.cai.sk/ojs/index.php/cai/article/view/637}, timestamp = {Mon, 14 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cai/BengioGGLS98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jei/BottouHHSBL98, author = {L{\'{e}}on Bottou and Patrick Haffner and Paul G. Howard and Patrice Y. Simard and Yoshua Bengio and Yann LeCun}, title = {High quality document image compression with "DjVu"}, journal = {J. Electronic Imaging}, volume = {7}, number = {3}, pages = {410--425}, year = {1998}, url = {https://doi.org/10.1117/1.482609}, doi = {10.1117/1.482609}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jei/BottouHHSBL98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/LeCunBBH98, author = {Yann LeCun and L{\'{e}}on Bottou and Yoshua Bengio and Patrick Haffner}, title = {Gradient-based learning applied to document recognition}, journal = {Proc. {IEEE}}, volume = {86}, number = {11}, pages = {2278--2324}, year = {1998}, url = {https://doi.org/10.1109/5.726791}, doi = {10.1109/5.726791}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pieee/LeCunBBH98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adl/HaffnerBHSBC98, author = {Patrick Haffner and L{\'{e}}on Bottou and Paul G. Howard and Patrice Y. Simard and Yoshua Bengio and Yann LeCun}, title = {Browsing through High Quality Document Images with DjVu}, booktitle = {Proceedings of the {IEEE} Forum on Research and Technology Advances in Digital Libraries, {IEEE} {ADL} '98, Santa Barbara, California, USA, April 22-24, 1998}, pages = {309--318}, publisher = {{IEEE} Computer Society}, year = {1998}, url = {https://doi.org/10.1109/ADL.1998.670431}, doi = {10.1109/ADL.1998.670431}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/adl/HaffnerBHSBC98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dcc/BottouHB98, author = {L{\'{e}}on Bottou and Paul G. Howard and Yoshua Bengio}, title = {The Z-Coder Adaptive Binary Coder}, booktitle = {Data Compression Conference, {DCC} 1998, Snowbird, Utah, USA, March 30 - April 1, 1998}, pages = {13--22}, publisher = {{IEEE} Computer Society}, year = {1998}, url = {https://doi.org/10.1109/DCC.1998.672124}, doi = {10.1109/DCC.1998.672124}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dcc/BottouHB98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dcc/PigeonB98, author = {Steven Pigeon and Yoshua Bengio}, title = {A Memory-Efficient Adaptive Huffman Coding Algorthm for Very Large Sets of Symbols}, booktitle = {Data Compression Conference, {DCC} 1998, Snowbird, Utah, USA, March 30 - April 1, 1998}, pages = {568}, publisher = {{IEEE} Computer Society}, year = {1998}, url = {https://doi.org/10.1109/DCC.1998.672310}, doi = {10.1109/DCC.1998.672310}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dcc/PigeonB98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miip/BonnevilleMBS98, author = {Martin Bonneville and Jean Meunier and Yoshua Bengio and Jean{-}Paul Soucy}, editor = {Kenneth M. Hanson}, title = {Support vector machines for improving the classification of brain {PET} images}, booktitle = {Medical Imaging 1998: Image Processing, San Diego, CA, United States, 21-26 February 1998}, series = {{SPIE} Proceedings}, volume = {3338}, publisher = {{SPIE}}, year = {1998}, url = {https://doi.org/10.1117/12.310900}, doi = {10.1117/12.310900}, timestamp = {Wed, 25 Jul 2018 18:08:09 +0200}, biburl = {https://dblp.org/rec/conf/miip/BonnevilleMBS98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijns/Bengio97, author = {Yoshua Bengio}, title = {Using a Financial Training Criterion Rather than a Prediction Criterion}, journal = {Int. J. Neural Syst.}, volume = {8}, number = {4}, pages = {433--443}, year = {1997}, url = {https://doi.org/10.1142/S0129065797000422}, doi = {10.1142/S0129065797000422}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijns/Bengio97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BottouBL97, author = {L{\'{e}}on Bottou and Yoshua Bengio and Yann LeCun}, title = {Global Training of Document Processing Systems Using Graph Transformer Networks}, booktitle = {1997 Conference on Computer Vision and Pattern Recognition {(CVPR} '97), June 17-19, 1997, San Juan, Puerto Rico}, pages = {489--494}, publisher = {{IEEE} Computer Society}, year = {1997}, url = {https://doi.org/10.1109/CVPR.1997.609370}, doi = {10.1109/CVPR.1997.609370}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/BottouBL97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icann/SchwenkB97, author = {Holger Schwenk and Yoshua Bengio}, editor = {Wulfram Gerstner and Alain Germond and Martin Hasler and Jean{-}Daniel Nicoud}, title = {AdaBoosting Neural Networks: Application to on-line Character Recognition}, booktitle = {Artificial Neural Networks - {ICANN} '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1327}, pages = {967--972}, publisher = {Springer}, year = {1997}, url = {https://doi.org/10.1007/BFb0020278}, doi = {10.1007/BFB0020278}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/icann/SchwenkB97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/LeCunBB97, author = {Yann LeCun and L{\'{e}}on Bottou and Yoshua Bengio}, title = {Reading checks with multilayer graph transformer networks}, booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997}, pages = {151--154}, publisher = {{IEEE} Computer Society}, year = {1997}, url = {https://doi.org/10.1109/ICASSP.1997.599580}, doi = {10.1109/ICASSP.1997.599580}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icassp/LeCunBB97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/RahimBL97, author = {Mazin Rahim and Yoshua Bengio and Yann LeCun}, editor = {George Kokkinakis and Nikos Fakotakis and Evangelos Dermatas}, title = {Discriminative feature and model design for automatic speech recognition}, booktitle = {Fifth European Conference on Speech Communication and Technology, {EUROSPEECH} 1997, Rhodes, Greece, September 22-25, 1997}, pages = {75--78}, publisher = {{ISCA}}, year = {1997}, url = {https://doi.org/10.21437/Eurospeech.1997-46}, doi = {10.21437/EUROSPEECH.1997-46}, timestamp = {Sun, 02 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/RahimBL97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioBIS97, author = {Yoshua Bengio and Samy Bengio and Jean{-}Franc Isabelle and Yoram Singer}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {Shared Context Probabilistic Transducers}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {409--415}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/1379-shared-context-probabilistic-transducers}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioBIS97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SchwenkB97, author = {Holger Schwenk and Yoshua Bengio}, editor = {Michael I. Jordan and Michael J. Kearns and Sara A. Solla}, title = {Training Methods for Adaptive Boosting of Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference, Denver, Colorado, USA, 1997]}, pages = {647--653}, publisher = {The {MIT} Press}, year = {1997}, url = {http://papers.nips.cc/paper/1335-training-methods-for-adaptive-boosting-of-neural-networks}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SchwenkB97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BengioF96, author = {Yoshua Bengio and Paolo Frasconi}, title = {Input-output HMMs for sequence processing}, journal = {{IEEE} Trans. Neural Networks}, volume = {7}, number = {5}, pages = {1231--1249}, year = {1996}, url = {https://doi.org/10.1109/72.536317}, doi = {10.1109/72.536317}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/BengioF96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GhosnB96, author = {Joumana Ghosn and Yoshua Bengio}, editor = {Michael Mozer and Michael I. Jordan and Thomas Petsche}, title = {Multi-Task Learning for Stock Selection}, booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver, CO, USA, December 2-5, 1996}, pages = {946--952}, publisher = {{MIT} Press}, year = {1996}, url = {http://papers.nips.cc/paper/1221-multi-task-learning-for-stock-selection}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/GhosnB96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/BengioF95, author = {Yoshua Bengio and Paolo Frasconi}, title = {Diffusion of Context and Credit Information in Markovian Models}, journal = {J. Artif. Intell. Res.}, volume = {3}, pages = {249--270}, year = {1995}, url = {https://doi.org/10.1613/jair.233}, doi = {10.1613/JAIR.233}, timestamp = {Mon, 21 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/BengioF95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/BengioLNB95, author = {Yoshua Bengio and Yann LeCun and Craig R. Nohl and Christopher J. C. Burges}, title = {LeRec: a {NN/HMM} hybrid for on-line handwriting recognition}, journal = {Neural Comput.}, volume = {7}, number = {6}, pages = {1289--1303}, year = {1995}, url = {https://doi.org/10.1162/neco.1995.7.6.1289}, doi = {10.1162/NECO.1995.7.6.1289}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/BengioLNB95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npl/BengioBC95, author = {Samy Bengio and Yoshua Bengio and Jocelyn Cloutier}, title = {On the search for new learning rules for ANNs}, journal = {Neural Process. Lett.}, volume = {2}, number = {4}, pages = {26--30}, year = {1995}, url = {https://doi.org/10.1007/BF02279935}, doi = {10.1007/BF02279935}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/npl/BengioBC95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioG95, author = {Yoshua Bengio and Francois Gingras}, editor = {David S. Touretzky and Michael Mozer and Michael E. Hasselmo}, title = {Recurrent Neural Networks for Missing or Asynchronous Data}, booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver, CO, USA, November 27-30, 1995}, pages = {395--401}, publisher = {{MIT} Press}, year = {1995}, url = {http://papers.nips.cc/paper/1126-recurrent-neural-networks-for-missing-or-asynchronous-data}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioG95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HihiB95, author = {Salah El Hihi and Yoshua Bengio}, editor = {David S. Touretzky and Michael Mozer and Michael E. Hasselmo}, title = {Hierarchical Recurrent Neural Networks for Long-Term Dependencies}, booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver, CO, USA, November 27-30, 1995}, pages = {493--499}, publisher = {{MIT} Press}, year = {1995}, url = {http://papers.nips.cc/paper/1102-hierarchical-recurrent-neural-networks-for-long-term-dependencies}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HihiB95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BengioF95, author = {Yoshua Bengio and Paolo Frasconi}, title = {Diffusion of Context and Credit Information in Markovian Models}, journal = {CoRR}, volume = {abs/cs/9510101}, year = {1995}, url = {http://arxiv.org/abs/cs/9510101}, eprinttype = {arXiv}, eprint = {cs/9510101}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BengioF95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BengioSF94, author = {Yoshua Bengio and Patrice Y. Simard and Paolo Frasconi}, title = {Learning long-term dependencies with gradient descent is difficult}, journal = {{IEEE} Trans. Neural Networks}, volume = {5}, number = {2}, pages = {157--166}, year = {1994}, url = {https://doi.org/10.1109/72.279181}, doi = {10.1109/72.279181}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/BengioSF94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icec/BengioBC94, author = {Samy Bengio and Yoshua Bengio and Jocelyn Cloutier}, title = {Use of Genetic Programming for the Search of a New Learning Rule for Neural Networks}, booktitle = {Proceedings of the First {IEEE} Conference on Evolutionary Computation, {IEEE} World Congress on Computational Intelligence, Orlando, Florida, USA, June 27-29, 1994}, pages = {324--327}, publisher = {{IEEE}}, year = {1994}, url = {https://doi.org/10.1109/ICEC.1994.349932}, doi = {10.1109/ICEC.1994.349932}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icec/BengioBC94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/LeCunB94, author = {Yann LeCun and Yoshua Bengio}, title = {Word-level training of a handwritten word recognizer based on convolutional neural networks}, booktitle = {12th {IAPR} International Conference on Pattern Recognition, Conference {B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem, Israel, 9-13 October, 1994, Volume 2}, pages = {88--92}, publisher = {{IEEE}}, year = {1994}, url = {https://doi.org/10.1109/ICPR.1994.576881}, doi = {10.1109/ICPR.1994.576881}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/LeCunB94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/FrasconiB94, author = {Paolo Frasconi and Yoshua Bengio}, title = {An {EM} approach to grammatical inference: input/output HMMs}, booktitle = {12th {IAPR} International Conference on Pattern Recognition, Conference {B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem, Israel, 9-13 October, 1994, Volume 2}, pages = {289--294}, publisher = {{IEEE}}, year = {1994}, url = {https://doi.org/10.1109/ICPR.1994.576922}, doi = {10.1109/ICPR.1994.576922}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/FrasconiB94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/BengioL94, author = {Yoshua Bengio and Yann LeCun}, title = {Word normalization for online handwritten word recognition}, booktitle = {12th {IAPR} International Conference on Pattern Recognition, Conference {B:} Patern Recognition and Neural Networks, {ICPR} 1994, Jerusalem, Israel, 9-13 October, 1994, Volume 2}, pages = {409--413}, publisher = {{IEEE}}, year = {1994}, url = {https://doi.org/10.1109/ICPR.1994.576966}, doi = {10.1109/ICPR.1994.576966}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/BengioL94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioF94, author = {Yoshua Bengio and Paolo Frasconi}, editor = {Gerald Tesauro and David S. Touretzky and Todd K. Leen}, title = {An Input Output {HMM} Architecture}, booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference, Denver, Colorado, USA, 1994]}, pages = {427--434}, publisher = {{MIT} Press}, year = {1994}, url = {http://papers.nips.cc/paper/964-an-input-output-hmm-architecture}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioF94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioF94a, author = {Yoshua Bengio and Paolo Frasconi}, editor = {Gerald Tesauro and David S. Touretzky and Todd K. Leen}, title = {Diffusion of Credit in Markovian Models}, booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference, Denver, Colorado, USA, 1994]}, pages = {553--560}, publisher = {{MIT} Press}, year = {1994}, url = {http://papers.nips.cc/paper/919-diffusion-of-credit-in-markovian-models}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BengioF94a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BottouB94, author = {L{\'{e}}on Bottou and Yoshua Bengio}, editor = {Gerald Tesauro and David S. Touretzky and Todd K. Leen}, title = {Convergence Properties of the K-Means Algorithms}, booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference, Denver, Colorado, USA, 1994]}, pages = {585--592}, publisher = {{MIT} Press}, year = {1994}, url = {http://papers.nips.cc/paper/989-convergence-properties-of-the-k-means-algorithms}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BottouB94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijprai/Bengio93, author = {Yoshua Bengio}, title = {A Connectionist Approach to Speech Recognition}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {7}, number = {4}, pages = {647--667}, year = {1993}, url = {https://doi.org/10.1142/S0218001493000327}, doi = {10.1142/S0218001493000327}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijprai/Bengio93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icnn/BengioFS93, author = {Yoshua Bengio and Paolo Frasconi and Patrice Y. Simard}, title = {The problem of learning long-term dependencies in recurrent networks}, booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28 - April 1, 1993}, pages = {1183--1188}, publisher = {{IEEE}}, year = {1993}, url = {https://doi.org/10.1109/ICNN.1993.298725}, doi = {10.1109/ICNN.1993.298725}, timestamp = {Wed, 04 Sep 2019 08:33:25 +0200}, biburl = {https://dblp.org/rec/conf/icnn/BengioFS93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioF93, author = {Yoshua Bengio and Paolo Frasconi}, editor = {Jack D. Cowan and Gerald Tesauro and Joshua Alspector}, title = {Credit Assignment through Time: Alternatives to Backpropagation}, booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference, Denver, Colorado, USA, 1993]}, pages = {75--82}, publisher = {Morgan Kaufmann}, year = {1993}, url = {http://papers.nips.cc/paper/724-credit-assignment-through-time-alternatives-to-backpropagation}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioF93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioCH93, author = {Yoshua Bengio and Yann LeCun and Donnie Henderson}, editor = {Jack D. Cowan and Gerald Tesauro and Joshua Alspector}, title = {Globally Trained Handwritten Word Recognizer Using Spatial Representation, Convolutional Neural Networks, and Hidden Markov Models}, booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference, Denver, Colorado, USA, 1993]}, pages = {937--944}, publisher = {Morgan Kaufmann}, year = {1993}, url = {http://papers.nips.cc/paper/819-globally-trained-handwritten-word-recognizer-using-spatial-representation-convolutional-neural-networks-and-hidden-markov-models}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BengioCH93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/BengioMG92, author = {Yoshua Bengio and Renato de Mori and Marco Gori}, title = {Learning the dynamic nature of speech with back-propagation for sequences}, journal = {Pattern Recognit. Lett.}, volume = {13}, number = {5}, pages = {375--385}, year = {1992}, url = {https://doi.org/10.1016/0167-8655(92)90035-X}, doi = {10.1016/0167-8655(92)90035-X}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/BengioMG92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/speech/BengioMFK92, author = {Yoshua Bengio and Renato de Mori and Giovanni Flammia and Ralf Kompe}, title = {Phonetically motivated acoustic parameters for continuous speech recognition using artificial neural networks}, journal = {Speech Commun.}, volume = {11}, number = {2-3}, pages = {261--271}, year = {1992}, url = {https://doi.org/10.1016/0167-6393(92)90020-8}, doi = {10.1016/0167-6393(92)90020-8}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/speech/BengioMFK92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/BengioMFK92, author = {Yoshua Bengio and Renato De Mori and Giovanni Flammia and Ralf Kompe}, title = {Global optimization of a neural network-hidden Markov model hybrid}, journal = {{IEEE} Trans. Neural Networks}, volume = {3}, number = {2}, pages = {252--259}, year = {1992}, url = {https://doi.org/10.1109/72.125866}, doi = {10.1109/72.125866}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/BengioMFK92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/BengioMFK91, author = {Yoshua Bengio and Renato de Mori and Giovanni Flammia and Ralf Kompe}, title = {Phonetically motivated acoustic parameters for continuous speech recognition using artificial neural networks}, booktitle = {Second European Conference on Speech Communication and Technology, {EUROSPEECH} 1991, Genova, Italy, September 24-26, 1991}, pages = {551--554}, publisher = {{ISCA}}, year = {1991}, url = {https://doi.org/10.21437/Eurospeech.1991-137}, doi = {10.21437/EUROSPEECH.1991-137}, timestamp = {Sun, 02 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/BengioMFK91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/BengioMFK91a, author = {Yoshua Bengio and Renato de Mori and Giovanni Flammia and Ralf Kompe}, title = {A comparative study on hybrid acoustic phonetic decoders based on artificial neural networks}, booktitle = {Second European Conference on Speech Communication and Technology, {EUROSPEECH} 1991, Genova, Italy, September 24-26, 1991}, pages = {1007--1010}, publisher = {{ISCA}}, year = {1991}, url = {https://doi.org/10.21437/Eurospeech.1991-241}, doi = {10.21437/EUROSPEECH.1991-241}, timestamp = {Sun, 02 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/BengioMFK91a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioMFK91, author = {Yoshua Bengio and Renato de Mori and Giovanni Flammia and Ralf Kompe}, editor = {John E. Moody and Stephen Jose Hanson and Richard Lippmann}, title = {Neural Network - Gaussian Mixture Hybrid for Speech Recognition or Density Estimation}, booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference, Denver, Colorado, USA, December 2-5, 1991]}, pages = {175--182}, publisher = {Morgan Kaufmann}, year = {1991}, url = {http://papers.nips.cc/paper/521-neural-network-gaussian-mixture-hybrid-for-speech-recognition-or-density-estimation}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioMFK91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/BengioP90, author = {Yoshua Bengio and Yannick Pouliot}, title = {Efficient recognition of immunoglobulin domains from amino acid sequences using a neural network}, journal = {Comput. Appl. Biosci.}, volume = {6}, number = {4}, pages = {319--324}, year = {1990}, url = {https://doi.org/10.1093/bioinformatics/6.4.319}, doi = {10.1093/BIOINFORMATICS/6.4.319}, timestamp = {Fri, 15 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/BengioP90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/speech/CosiBM90, author = {Piero Cosi and Yoshua Bengio and Renato de Mori}, title = {Phonetically-based multi-layered neural networks for vowel classification}, journal = {Speech Commun.}, volume = {9}, number = {1}, pages = {15--29}, year = {1990}, url = {https://doi.org/10.1016/0167-6393(90)90041-7}, doi = {10.1016/0167-6393(90)90041-7}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/speech/CosiBM90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BengioCMN90, author = {Yoshua Bengio and R{\'{e}}gis Cardin and Renato De Mori and Yves Normandin}, title = {A hybrid coder for hidden Markov models using a recurrent neural network}, booktitle = {1990 International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '90, Albuquerque, New Mexico, USA, April 3-6, 1990}, pages = {537--540}, publisher = {{IEEE}}, year = {1990}, url = {https://doi.org/10.1109/ICASSP.1990.115768}, doi = {10.1109/ICASSP.1990.115768}, timestamp = {Mon, 09 Aug 2021 14:54:02 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BengioCMN90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/BengioCMM89, author = {Yoshua Bengio and R{\'{e}}gis Cardin and Renato de Mori and Ettore Merlo}, title = {Programmable Execution of Multi-Layered Networks for Automatic Speech Recognition}, journal = {Commun. {ACM}}, volume = {32}, number = {2}, pages = {195--199}, year = {1989}, url = {https://doi.org/10.1145/63342.63345}, doi = {10.1145/63342.63345}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cacm/BengioCMM89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BengioCCM89, author = {Yoshua Bengio and R{\'{e}}gis Cardin and Piero Cosi and Renato De Mori}, title = {Speech coding with multi-layer networks}, booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '89, Glasgow, Scotland, May 23-26, 1989}, pages = {164--167}, publisher = {{IEEE}}, year = {1989}, url = {https://doi.org/10.1109/ICASSP.1989.266389}, doi = {10.1109/ICASSP.1989.266389}, timestamp = {Mon, 09 Aug 2021 14:54:02 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BengioCCM89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/MoriBC89, author = {Renato de Mori and Yoshua Bengio and Piero Cosi}, editor = {N. S. Sridharan}, title = {On the Generalization Capability of Multi-Layered Networks in the Extraction of Speech Properties}, booktitle = {Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, MI, USA, August 1989}, pages = {1531--1536}, publisher = {Morgan Kaufmann}, year = {1989}, url = {http://ijcai.org/Proceedings/89-2/Papers/108.pdf}, timestamp = {Tue, 20 Aug 2019 16:17:51 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/MoriBC89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nato/BengioCCMM89, author = {Yoshua Bengio and R{\'{e}}gis Cardin and Piero Cosi and Renato De Mori and Ettore Merlo}, editor = {Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and Jeanny H{\'{e}}rault}, title = {Speech coding with multilayer networks}, booktitle = {Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the {NATO} Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27 - March 3, 1989}, series = {{NATO} {ASI} Series}, volume = {68}, pages = {207--216}, publisher = {Springer}, year = {1989}, url = {https://doi.org/10.1007/978-3-642-76153-9\_26}, doi = {10.1007/978-3-642-76153-9\_26}, timestamp = {Sat, 18 Apr 2020 18:05:29 +0200}, biburl = {https://dblp.org/rec/conf/nato/BengioCCMM89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioMC89, author = {Yoshua Bengio and Renato de Mori and R{\'{e}}gis Cardin}, editor = {David S. Touretzky}, title = {Speaker Independent Speech Recognition with Neural Networks and Speech Knowledge}, booktitle = {Advances in Neural Information Processing Systems 2, {[NIPS} Conference, Denver, Colorado, USA, November 27-30, 1989]}, pages = {218--225}, publisher = {Morgan Kaufmann}, year = {1989}, url = {http://papers.nips.cc/paper/273-speaker-independent-speech-recognition-with-neural-networks-and-speech-knowledge}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioMC89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioBPA89, author = {Yoshua Bengio and Samy Bengio and Yannick Pouliot and Patrick Agin}, editor = {David S. Touretzky}, title = {A Neural Network to Detect Homologies in Proteins}, booktitle = {Advances in Neural Information Processing Systems 2, {[NIPS} Conference, Denver, Colorado, USA, November 27-30, 1989]}, pages = {423--430}, publisher = {Morgan Kaufmann}, year = {1989}, url = {http://papers.nips.cc/paper/214-a-neural-network-to-detect-homologies-in-proteins}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BengioBPA89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MoriBC88, author = {Renato de Mori and Yoshua Bengio and R{\'{e}}gis Cardin}, editor = {Howard E. Shrobe and Tom M. Mitchell and Reid G. Smith}, title = {Data-Driven Execution of Multi-Layered Networks for Automatic Speech Recognition}, booktitle = {Proceedings of the 7th National Conference on Artificial Intelligence, St. Paul, MN, USA, August 21-26, 1988}, pages = {734--738}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1988}, url = {http://www.aaai.org/Library/AAAI/1988/aaai88-130.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MoriBC88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/BengioM88, author = {Yoshua Bengio and Renato De Mori}, title = {Use of neural networks for the recognition of place of articulation}, booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '88, New York, New York, USA, April 11-14, 1988}, pages = {103--106}, publisher = {{IEEE}}, year = {1988}, url = {https://doi.org/10.1109/ICASSP.1988.196522}, doi = {10.1109/ICASSP.1988.196522}, timestamp = {Mon, 09 Aug 2021 14:54:02 +0200}, biburl = {https://dblp.org/rec/conf/icassp/BengioM88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BengioCMC88, author = {Yoshua Bengio and R{\'{e}}gis Cardin and Renato de Mori and Piero Cosi}, editor = {David S. Touretzky}, title = {Use of Multi-Layered Networks for Coding Speech with Phonetic Features}, booktitle = {Advances in Neural Information Processing Systems 1, {[NIPS} Conference, Denver, Colorado, USA, 1988]}, pages = {224--231}, publisher = {Morgan Kaufmann}, year = {1988}, url = {http://papers.nips.cc/paper/113-use-of-multi-layered-networks-for-coding-speech-with-phonetic-features}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BengioCMC88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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