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BibTeX records: Isabela Albuquerque
@article{DBLP:journals/corr/abs-2304-09218, author = {Ira Ktena and Olivia Wiles and Isabela Albuquerque and Sylvestre{-}Alvise Rebuffi and Ryutaro Tanno and Abhijit Guha Roy and Shekoofeh Azizi and Danielle Belgrave and Pushmeet Kohli and Alan Karthikesalingam and A. Taylan Cemgil and Sven Gowal}, title = {Generative models improve fairness of medical classifiers under distribution shifts}, journal = {CoRR}, volume = {abs/2304.09218}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.09218}, doi = {10.48550/ARXIV.2304.09218}, eprinttype = {arXiv}, eprint = {2304.09218}, timestamp = {Mon, 24 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-09218.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/frai/AlbuquerqueMRF22, author = {Isabela Albuquerque and Jo{\~{a}}o Monteiro and Olivier Rosanne and Tiago H. Falk}, title = {Estimating distribution shifts for predicting cross-subject generalization in electroencephalography-based mental workload assessment}, journal = {Frontiers Artif. Intell.}, volume = {5}, year = {2022}, url = {https://doi.org/10.3389/frai.2022.992732}, doi = {10.3389/FRAI.2022.992732}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/frai/AlbuquerqueMRF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-08831, author = {Olivia Wiles and Isabela Albuquerque and Sven Gowal}, title = {Discovering Bugs in Vision Models using Off-the-shelf Image Generation and Captioning}, journal = {CoRR}, volume = {abs/2208.08831}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.08831}, doi = {10.48550/ARXIV.2208.08831}, eprinttype = {arXiv}, eprint = {2208.08831}, timestamp = {Mon, 22 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-08831.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MonteiroAAHF20, author = {Jo{\~{a}}o Monteiro and Isabela Albuquerque and Md. Jahangir Alam and R. Devon Hjelm and Tiago H. Falk}, title = {An end-to-end approach for the verification problem: learning the right distance}, 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 = {7022--7033}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/monteiro20a.html}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MonteiroAAHF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-09469, author = {Jo{\~{a}}o Monteiro and Isabela Albuquerque and Md. Jahangir Alam and R. Devon Hjelm and Tiago H. Falk}, title = {An end-to-end approach for the verification problem: learning the right distance}, journal = {CoRR}, volume = {abs/2002.09469}, year = {2020}, url = {https://arxiv.org/abs/2002.09469}, eprinttype = {arXiv}, eprint = {2002.09469}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-09469.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-13525, author = {Isabela Albuquerque and Nikhil Naik and Junnan Li and Nitish Shirish Keskar and Richard Socher}, title = {Improving out-of-distribution generalization via multi-task self-supervised pretraining}, journal = {CoRR}, volume = {abs/2003.13525}, year = {2020}, url = {https://arxiv.org/abs/2003.13525}, eprinttype = {arXiv}, eprint = {2003.13525}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-13525.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/TiwariAPGLTF19, author = {Abhishek Tiwari and Isabela Albuquerque and Mark Parent and Jean{-}Fran{\c{c}}ois Gagnon and Daniel Lafond and S{\'{e}}bastien Tremblay and Tiago H. Falk}, title = {Multi-Scale Heart Beat Entropy Measures for Mental Workload Assessment of Ambulant Users}, journal = {Entropy}, volume = {21}, number = {8}, pages = {783}, year = {2019}, url = {https://doi.org/10.3390/e21080783}, doi = {10.3390/E21080783}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/entropy/TiwariAPGLTF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DoanMAMDPH19, author = {Thang Doan and Jo{\~{a}}o Monteiro and Isabela Albuquerque and Bogdan Mazoure and Audrey Durand and Joelle Pineau and R. Devon Hjelm}, title = {On-Line Adaptative Curriculum Learning for GANs}, 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 = {3470--3477}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33013470}, doi = {10.1609/AAAI.V33I01.33013470}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DoanMAMDPH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globalsip/CassaniAMF19, author = {Raymundo Cassani and Isabela Albuquerque and Jo{\~{a}}o Monteiro and Tiago H. Falk}, title = {{AMA:} An Open-source Amplitude Modulation Analysis Toolkit for Signal Processing Applications}, booktitle = {2019 {IEEE} Global Conference on Signal and Information Processing, GlobalSIP 2019, Ottawa, ON, Canada, November 11-14, 2019}, pages = {1--4}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/GlobalSIP45357.2019.8969210}, doi = {10.1109/GLOBALSIP45357.2019.8969210}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/globalsip/CassaniAMF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/AlbuquerqueMDCF19, author = {Isabela Albuquerque and Jo{\~{a}}o Monteiro and Thang Doan and Breandan Considine and Tiago H. Falk and Ioannis Mitliagkas}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Multi-objective training of Generative Adversarial Networks with multiple discriminators}, 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 = {202--211}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/albuquerque19a.html}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/AlbuquerqueMDCF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlsp/BanvilleMAEHG19, author = {Hubert J. Banville and Graeme Moffat and Isabela Albuquerque and Denis{-}Alexander Engemann and Aapo Hyv{\"{a}}rinen and Alexandre Gramfort}, title = {Self-Supervised Representation Learning from Electroencephalography Signals}, booktitle = {29th {IEEE} International Workshop on Machine Learning for Signal Processing, {MLSP} 2019, Pittsburgh, PA, USA, October 13-16, 2019}, pages = {1--6}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/MLSP.2019.8918693}, doi = {10.1109/MLSP.2019.8918693}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlsp/BanvilleMAEHG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ner/RosanneAGTF19, author = {Olivier Rosanne and Isabela Albuquerque and Jean{-}Fran{\c{c}}ois Gagnon and S{\'{e}}bastien Tremblay and Tiago H. Falk}, title = {Performance Comparison of Automated {EEG} Enhancement Algorithms for Mental Workload Assessment of Ambulant Users}, booktitle = {2019 9th International {IEEE/EMBS} Conference on Neural Engineering (NER), San Francisco, CA, USA, March 20-23, 2019}, pages = {61--64}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/NER.2019.8716977}, doi = {10.1109/NER.2019.8716977}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ner/RosanneAGTF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ner/AlbuquerqueRGTF19, author = {Isabela Albuquerque and Olivier Rosanne and Jean{-}Fran{\c{c}}ois Gagnon and S{\'{e}}bastien Tremblay and Tiago H. Falk}, title = {Fusion of Spectral and Spectro-Temporal {EEG} Features for Mental Workload Assessment Under Different Levels of Physical Activity}, booktitle = {2019 9th International {IEEE/EMBS} Conference on Neural Engineering (NER), San Francisco, CA, USA, March 20-23, 2019}, pages = {311--314}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/NER.2019.8717092}, doi = {10.1109/NER.2019.8717092}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ner/AlbuquerqueRGTF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/MonteiroAAF19, author = {Jo{\~{a}}o Monteiro and Isabela Albuquerque and Zahid Akhtar and Tiago H. Falk}, title = {Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch}, booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics, {SMC} 2019, Bari, Italy, October 6-9, 2019}, pages = {2839--2844}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SMC.2019.8913861}, doi = {10.1109/SMC.2019.8913861}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/MonteiroAAF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/AlbuquerqueMRTG19, author = {Isabela Albuquerque and Jo{\~{a}}o Monteiro and Olivier Rosanne and Abhishek Tiwari and Jean{-}Fran{\c{c}}ois Gagnon and Tiago H. Falk}, title = {Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment}, booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics, {SMC} 2019, Bari, Italy, October 6-9, 2019}, pages = {3647--3653}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SMC.2019.8914469}, doi = {10.1109/SMC.2019.8914469}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/AlbuquerqueMRTG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/ParentTAGLTF19, author = {Mark Parent and Abhishek Tiwari and Isabela Albuquerque and Jean{-}Fran{\c{c}}ois Gagnon and Daniel Lafond and S{\'{e}}bastien Tremblay and Tiago H. Falk}, title = {A Multimodal Approach to Improve the Robustness of Physiological Stress Prediction During Physical Activity}, booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics, {SMC} 2019, Bari, Italy, October 6-9, 2019}, pages = {4131--4136}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SMC.2019.8914254}, doi = {10.1109/SMC.2019.8914254}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/ParentTAGLTF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/TiwariAGLPTF19, author = {Abhishek Tiwari and Isabela Albuquerque and Jean{-}Fran{\c{c}}ois Gagnon and Daniel Lafond and Mark Parent and S{\'{e}}bastien Tremblay and Tiago H. Falk}, title = {Mental Workload Assessment During Physical Activity Using Non-linear Movement Artefact Robust Electroencephalography Features}, booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics, {SMC} 2019, Bari, Italy, October 6-9, 2019}, pages = {4149--4154}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SMC.2019.8914038}, doi = {10.1109/SMC.2019.8914038}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/TiwariAGLPTF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-05498, author = {Yannick Roy and Hubert J. Banville and Isabela Albuquerque and Alexandre Gramfort and Tiago H. Falk and Jocelyn Faubert}, title = {Deep learning-based electroencephalography analysis: a systematic review}, journal = {CoRR}, volume = {abs/1901.05498}, year = {2019}, url = {http://arxiv.org/abs/1901.05498}, eprinttype = {arXiv}, eprint = {1901.05498}, timestamp = {Fri, 01 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-05498.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-08680, author = {Isabela Albuquerque and Jo{\~{a}}o Monteiro and Thang Doan and Breandan Considine and Tiago H. Falk and Ioannis Mitliagkas}, title = {Multi-objective training of Generative Adversarial Networks with multiple discriminators}, journal = {CoRR}, volume = {abs/1901.08680}, year = {2019}, url = {http://arxiv.org/abs/1901.08680}, eprinttype = {arXiv}, eprint = {1901.08680}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-08680.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-11384, author = {Isabela Albuquerque and Jo{\~{a}}o Monteiro and Tiago H. Falk}, title = {Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation}, journal = {CoRR}, volume = {abs/1901.11384}, year = {2019}, url = {http://arxiv.org/abs/1901.11384}, eprinttype = {arXiv}, eprint = {1901.11384}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-11384.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-08823, author = {Isabela Albuquerque and Jo{\~{a}}o Monteiro and Olivier Rosanne and Abhishek Tiwari and Jean{-}Fran{\c{c}}ois Gagnon and Tiago H. Falk}, title = {Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment}, journal = {CoRR}, volume = {abs/1906.08823}, year = {2019}, url = {http://arxiv.org/abs/1906.08823}, eprinttype = {arXiv}, eprint = {1906.08823}, timestamp = {Wed, 20 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-08823.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-00804, author = {Isabela Albuquerque and Jo{\~{a}}o Monteiro and Tiago H. Falk and Ioannis Mitliagkas}, title = {Adversarial target-invariant representation learning for domain generalization}, journal = {CoRR}, volume = {abs/1911.00804}, year = {2019}, url = {http://arxiv.org/abs/1911.00804}, eprinttype = {arXiv}, eprint = {1911.00804}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-00804.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-05419, author = {Hubert J. Banville and Isabela Albuquerque and Aapo Hyv{\"{a}}rinen and Graeme Moffat and Denis{-}Alexander Engemann and Alexandre Gramfort}, title = {Self-supervised representation learning from electroencephalography signals}, journal = {CoRR}, volume = {abs/1911.05419}, year = {2019}, url = {http://arxiv.org/abs/1911.05419}, eprinttype = {arXiv}, eprint = {1911.05419}, timestamp = {Mon, 02 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-05419.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccece/AlbuquerqueMFPE18, author = {Isabela Albuquerque and Jo{\~{a}}o Monteiro and Tiago H. Falk and Vuk Pavlovic and Ferdin Ephrem and Diana Lucaci}, title = {Multimodal Assessment of Human Innovation Perception Based on Eye Tracking, Electroencephalography and Electrocardiography}, booktitle = {2018 {IEEE} Canadian Conference on Electrical {\&} Computer Engineering, {CCECE} 2018, Quebec, QC, Canada, May 13-16, 2018}, pages = {1--4}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/CCECE.2018.8447732}, doi = {10.1109/CCECE.2018.8447732}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccece/AlbuquerqueMFPE18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/AlbuquerqueTGLP18, author = {Isabela Albuquerque and Abhishek Tiwari and Jean{-}Fran{\c{c}}ois Gagnon and Daniel Lafond and Mark Parent and S{\'{e}}bastien Tremblay and Tiago H. Falk}, title = {On the Analysis of {EEG} Features for Mental Workload Assessment During Physical Activity}, booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2018, Miyazaki, Japan, October 7-10, 2018}, pages = {538--543}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/SMC.2018.00101}, doi = {10.1109/SMC.2018.00101}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/smc/AlbuquerqueTGLP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-00020, author = {Thang Doan and Jo{\~{a}}o Monteiro and Isabela Albuquerque and Bogdan Mazoure and Audrey Durand and Joelle Pineau and R. Devon Hjelm}, title = {Online Adaptative Curriculum Learning for GANs}, journal = {CoRR}, volume = {abs/1808.00020}, year = {2018}, url = {http://arxiv.org/abs/1808.00020}, eprinttype = {arXiv}, eprint = {1808.00020}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-00020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/Drouin-PicaroAG17, author = {Alexandre Drouin{-}Picaro and Isabela Albuquerque and Jean{-}Fran{\c{c}}ois Gagnon and Daniel Lafond and Tiago H. Falk}, title = {{EEG} coupling features: Towards mental workload measurement based on wearables}, booktitle = {2017 {IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2017, Banff, AB, Canada, October 5-8, 2017}, pages = {28--33}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/SMC.2017.8122573}, doi = {10.1109/SMC.2017.8122573}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/smc/Drouin-PicaroAG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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