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ORCIDBibTeX records: Christopher Joseph Pal
@article{DBLP:journals/corr/abs-2402-01788,
author = {Shubham Agarwal and
Issam H. Laradji and
Laurent Charlin and
Christopher Pal},
title = {LitLLM: {A} Toolkit for Scientific Literature Review},
journal = {CoRR},
volume = {abs/2402.01788},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01788},
doi = {10.48550/ARXIV.2402.01788},
eprinttype = {arXiv},
eprint = {2402.01788},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06143,
author = {Simon Chamorro and
Victor Klemm and
Miguel de la Iglesia Valls and
Christopher Pal and
Roland Siegwart},
title = {Reinforcement Learning for Blind Stair Climbing with Legged and Wheeled-Legged
Robots},
journal = {CoRR},
volume = {abs/2402.06143},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06143},
doi = {10.48550/ARXIV.2402.06143},
eprinttype = {arXiv},
eprint = {2402.06143},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14443,
author = {Nasim Rahaman and
Martin Weiss and
Manuel W{\"{u}}thrich and
Yoshua Bengio and
Li Erran Li and
Chris Pal and
Bernhard Sch{\"{o}}lkopf},
title = {Language Models Can Reduce Asymmetry in Information Markets},
journal = {CoRR},
volume = {abs/2403.14443},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14443},
doi = {10.48550/ARXIV.2403.14443},
eprinttype = {arXiv},
eprint = {2403.14443},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19918,
author = {Luke Rowe and
Roger Girgis and
Anthony Gosselin and
Bruno Carrez and
Florian Golemo and
Felix Heide and
Liam Paull and
Christopher Pal},
title = {CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2403.19918},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19918},
doi = {10.48550/ARXIV.2403.19918},
eprinttype = {arXiv},
eprint = {2403.19918},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BersethGP23,
author = {Glen Berseth and
Florian Golemo and
Christopher Pal},
title = {Towards Learning to Imitate from a Single Video Demonstration},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {78:1--78:26},
year = {2023},
url = {http://jmlr.org/papers/v24/21-1174.html},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BersethGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BilicCLVBKSJMCL23,
author = {Patrick Bilic and
Patrick Ferdinand Christ and
Hongwei Li and
Eugene Vorontsov and
Avi Ben{-}Cohen and
Georgios Kaissis and
Adi Szeskin and
Colin Jacobs and
Gabriel Efrain Humpire Mamani and
Gabriel Chartrand and
Fabian Loh{\"{o}}fer and
Julian Walter Holch and
Wieland H. Sommer and
Felix Hofmann and
Alexandre Hostettler and
Naama Lev{-}Cohain and
Michal Drozdzal and
Michal Marianne Amitai and
Refael Vivanti and
Jacob Sosna and
Ivan Ezhov and
Anjany Sekuboyina and
Fernando Navarro and
Florian Kofler and
Johannes C. Paetzold and
Suprosanna Shit and
Xiaobin Hu and
Jana Lipkov{\'{a}} and
Markus Rempfler and
Marie Piraud and
Jan Kirschke and
Benedikt Wiestler and
Zhiheng Zhang and
Christian H{\"{u}}lsemeyer and
Marcel Beetz and
Florian Ettlinger and
Michela Antonelli and
Woong Bae and
Miriam Bellver and
Lei Bi and
Hao Chen and
Grzegorz Chlebus and
Erik B. Dam and
Qi Dou and
Chi{-}Wing Fu and
Bogdan Georgescu and
Xavier Gir{\'{o}}{-}i{-}Nieto and
Felix Gr{\"{u}}n and
Xu Han and
Pheng{-}Ann Heng and
J{\"{u}}rgen Hesser and
Jan Hendrik Moltz and
Christian Igel and
Fabian Isensee and
Paul J{\"{a}}ger and
Fucang Jia and
Krishna Chaitanya Kaluva and
Mahendra Khened and
Ildoo Kim and
Jae{-}Hun Kim and
Sungwoong Kim and
Simon Kohl and
Tomasz K. Konopczynski and
Avinash Kori and
Ganapathy Krishnamurthi and
Fan Li and
Hongchao Li and
Junbo Li and
Xiaomeng Li and
John S. Lowengrub and
Jun Ma and
Klaus H. Maier{-}Hein and
Kevis{-}Kokitsi Maninis and
Hans Meine and
Dorit Merhof and
Akshay Pai and
Mathias Perslev and
Jens Petersen and
Jordi Pont{-}Tuset and
Jin Qi and
Xiaojuan Qi and
Oliver Rippel and
Karsten Roth and
Ignacio Sarasua and
Andrea Schenk and
Zengming Shen and
Jordi Torres and
Christian Wachinger and
Chunliang Wang and
Leon Weninger and
Jianrong Wu and
Daguang Xu and
Xiaoping Yang and
Simon Chun{-}Ho Yu and
Yading Yuan and
Miao Yue and
Liping Zhang and
Manuel Jorge Cardoso and
Spyridon Bakas and
Rickmer Braren and
Volker Heinemann and
Christopher Pal and
An Tang and
Samuel Kadoury and
Luc Soler and
Bram van Ginneken and
Hayit Greenspan and
Leo Joskowicz and
Bjoern H. Menze},
title = {The Liver Tumor Segmentation Benchmark (LiTS)},
journal = {Medical Image Anal.},
volume = {84},
pages = {102680},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102680},
doi = {10.1016/J.MEDIA.2022.102680},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BilicCLVBKSJMCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BeckhamWGHNP23,
author = {Christopher Beckham and
Martin Weiss and
Florian Golemo and
Sina Honari and
Derek Nowrouzezahrai and
Christopher Pal},
title = {Visual question answering from another perspective: {CLEVR} mental
rotation tests},
journal = {Pattern Recognit.},
volume = {136},
pages = {109209},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2022.109209},
doi = {10.1016/J.PATCOG.2022.109209},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/BeckhamWGHNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HattamiLRVRP23,
author = {Amine El Hattami and
Issam H. Laradji and
Stefania Raimondo and
David V{\'{a}}zquez and
Pau Rodr{\'{\i}}guez and
Christopher Pal},
title = {Workflow Discovery from Dialogues in the Low Data Regime},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=L9othQvPks},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HattamiLRVRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenBLLP23,
author = {Can Chen and
Christopher Beckham and
Zixuan Liu and
Xue (Steve) Liu and
Chris Pal},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Parallel-mentoring for Offline Model-based Optimization},
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/f189e7580acad0fc7fd45405817ddee3-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenBLLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrojerPVPR23,
author = {Benno Krojer and
Elinor Poole{-}Dayan and
Vikram Voleti and
Chris Pal and
Siva Reddy},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Are Diffusion Models Vision-And-Language Reasoners?},
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/1a675d804f50509b8e21d0d3ca709d03-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KrojerPVPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PilaultFFPBG23,
author = {Jonathan Pilault and
Mahan Fathi and
Orhan Firat and
Chris Pal and
Pierre{-}Luc Bacon and
Ross Goroshin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Block-State Transformers},
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/16ccd203e9e3696a7ab0dcf568316379-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PilaultFFPBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05507,
author = {Nicolas Gontier and
Pau Rodr{\'{\i}}guez and
Issam H. Laradji and
David V{\'{a}}zquez and
Christopher Pal},
title = {Long-Context Language Decision Transformers and Exponential Tilt for
Interactive Text Environments},
journal = {CoRR},
volume = {abs/2302.05507},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05507},
doi = {10.48550/ARXIV.2302.05507},
eprinttype = {arXiv},
eprint = {2302.05507},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07400,
author = {Jae Hyun Lim and
Nikola B. Kovachki and
Ricardo Baptista and
Christopher Beckham and
Kamyar Azizzadenesheli and
Jean Kossaifi and
Vikram Voleti and
Jiaming Song and
Karsten Kreis and
Jan Kautz and
Christopher Pal and
Arash Vahdat and
Anima Anandkumar},
title = {Score-based Diffusion Models in Function Space},
journal = {CoRR},
volume = {abs/2302.07400},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07400},
doi = {10.48550/ARXIV.2302.07400},
eprinttype = {arXiv},
eprint = {2302.07400},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03866,
author = {Christopher Beckham and
Christopher Pal},
title = {Conservative objective models are a special kind of contrastive divergence-based
energy model},
journal = {CoRR},
volume = {abs/2304.03866},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03866},
doi = {10.48550/ARXIV.2304.03866},
eprinttype = {arXiv},
eprint = {2304.03866},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13722,
author = {Arantxa Casanova and
Marl{\`{e}}ne Careil and
Adriana Romero{-}Soriano and
Christopher J. Pal and
Jakob Verbeek and
Michal Drozdzal},
title = {Controllable Image Generation via Collage Representations},
journal = {CoRR},
volume = {abs/2304.13722},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13722},
doi = {10.48550/ARXIV.2304.13722},
eprinttype = {arXiv},
eprint = {2304.13722},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00970,
author = {Qiuyuan Huang and
Jae Sung Park and
Abhinav Gupta and
Paul N. Bennett and
Ran Gong and
Subhojit Som and
Baolin Peng and
Owais Khan Mohammed and
Chris Pal and
Yejin Choi and
Jianfeng Gao},
title = {ArK: Augmented Reality with Knowledge Interactive Emergent Ability},
journal = {CoRR},
volume = {abs/2305.00970},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00970},
doi = {10.48550/ARXIV.2305.00970},
eprinttype = {arXiv},
eprint = {2305.00970},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16397,
author = {Benno Krojer and
Elinor Poole{-}Dayan and
Vikram Voleti and
Christopher Pal and
Siva Reddy},
title = {Are Diffusion Models Vision-And-Language Reasoners?},
journal = {CoRR},
volume = {abs/2305.16397},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16397},
doi = {10.48550/ARXIV.2305.16397},
eprinttype = {arXiv},
eprint = {2305.16397},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01729,
author = {Stefania Raimondo and
Christopher Pal and
Xiaotian Liu and
David V{\'{a}}zquez and
H{\'{e}}ctor Palacios},
title = {Improving Generalization in Task-oriented Dialogues with Workflows
and Action Plans},
journal = {CoRR},
volume = {abs/2306.01729},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01729},
doi = {10.48550/ARXIV.2306.01729},
eprinttype = {arXiv},
eprint = {2306.01729},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04620,
author = {Julien Roy and
Pierre{-}Luc Bacon and
Christopher Pal and
Emmanuel Bengio},
title = {Goal-conditioned GFlowNets for Controllable Multi-Objective Molecular
Design},
journal = {CoRR},
volume = {abs/2306.04620},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04620},
doi = {10.48550/ARXIV.2306.04620},
eprinttype = {arXiv},
eprint = {2306.04620},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09539,
author = {Mahan Fathi and
Jonathan Pilault and
Pierre{-}Luc Bacon and
Christopher Pal and
Orhan Firat and
Ross Goroshin},
title = {Block-State Transformer},
journal = {CoRR},
volume = {abs/2306.09539},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09539},
doi = {10.48550/ARXIV.2306.09539},
eprinttype = {arXiv},
eprint = {2306.09539},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11592,
author = {Can Chen and
Christopher Beckham and
Zixuan Liu and
Xue Liu and
Christopher Pal},
title = {Parallel-mentoring for Offline Model-based Optimization},
journal = {CoRR},
volume = {abs/2309.11592},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11592},
doi = {10.48550/ARXIV.2309.11592},
eprinttype = {arXiv},
eprint = {2309.11592},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11556,
author = {Juan A. Rodriguez and
Shubham Agarwal and
Issam H. Laradji and
Pau Rodr{\'{\i}}guez and
David V{\'{a}}zquez and
Christopher Pal and
Marco Pedersoli},
title = {StarVector: Generating Scalable Vector Graphics Code from Images},
journal = {CoRR},
volume = {abs/2312.11556},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11556},
doi = {10.48550/ARXIV.2312.11556},
eprinttype = {arXiv},
eprint = {2312.11556},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-13876,
author = {Issam H. Laradji and
Perouz Taslakian and
Sai Rajeswar and
Valentina Zantedeschi and
Alexandre Lacoste and
Nicolas Chapados and
David V{\'{a}}zquez and
Christopher Pal and
Alexandre Drouin},
title = {Capture the Flag: Uncovering Data Insights with Large Language Models},
journal = {CoRR},
volume = {abs/2312.13876},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.13876},
doi = {10.48550/ARXIV.2312.13876},
eprinttype = {arXiv},
eprint = {2312.13876},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-13876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GontierRP22,
author = {Nicolas Gontier and
Siva Reddy and
Christopher Pal},
title = {Does Entity Abstraction Help Generative Transformers Reason?},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=9nhmKwLAWV},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GontierRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/GuiroyPMC22,
author = {Simon Guiroy and
Christopher Pal and
Gon{\c{c}}alo Mordido and
Sarath Chandar},
editor = {Sarath Chandar and
Razvan Pascanu and
Doina Precup},
title = {Improving Meta-Learning Generalization with Activation-Based Early-Stopping},
booktitle = {Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August
2022, McGill University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {199},
pages = {213--230},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v199/guiroy22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/collas/GuiroyPMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/BeckhamLRVNP22,
author = {Christopher Beckham and
Issam H. Laradji and
Pau Rodr{\'{\i}}guez and
David V{\'{a}}zquez and
Derek Nowrouzezahrai and
Christopher Pal},
editor = {Sarath Chandar and
Razvan Pascanu and
Doina Precup},
title = {Overcoming challenges in leveraging GANs for few-shot data augmentation},
booktitle = {Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August
2022, McGill University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {199},
pages = {255--280},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v199/beckham22a.html},
timestamp = {Sat, 18 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/collas/BeckhamLRVNP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/KangL0PLF22,
author = {Jikun Kang and
Miao Liu and
Abhinav Gupta and
Christopher Pal and
Xue (Steve) Liu and
Jie Fu},
editor = {Karen Liu and
Dana Kulic and
Jeffrey Ichnowski},
title = {Learning Multi-Objective Curricula for Robotic Policy Learning},
booktitle = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
New Zealand},
series = {Proceedings of Machine Learning Research},
volume = {205},
pages = {847--858},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v205/kang23a.html},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/corl/KangL0PLF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BardeKNMPO22,
author = {Paul Barde and
Tristan Karch and
Derek Nowrouzezahrai and
Cl{\'{e}}ment Moulin{-}Frier and
Christopher Pal and
Pierre{-}Yves Oudeyer},
title = {Learning to Guide and to be Guided in the Architect-Builder Problem},
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=swiyAeGzFhQ},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BardeKNMPO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GirgisGCWDKHP22,
author = {Roger Girgis and
Florian Golemo and
Felipe Codevilla and
Martin Weiss and
Jim Aldon D'Souza and
Samira Ebrahimi Kahou and
Felix Heide and
Christopher Pal},
title = {Latent Variable Sequential Set Transformers for Joint Multi-Agent
Motion Prediction},
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=Dup\_dDqkZC5},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GirgisGCWDKHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RoyGRBP22,
author = {Julien Roy and
Roger Girgis and
Joshua Romoff and
Pierre{-}Luc Bacon and
Christopher J. Pal},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Direct Behavior Specification via Constrained Reinforcement Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {18828--18843},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/roy22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/RoyGRBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TesfaldetNP22,
author = {Mattie Tesfaldet and
Derek Nowrouzezahrai and
Chris Pal},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Attention-based Neural Cellular Automata},
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/361e5112d2eca09513bbd266e4b2d2be-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TesfaldetNP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VoletiJP22,
author = {Vikram Voleti and
Alexia Jolicoeur{-}Martineau and
Chris Pal},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{MCVD} - Masked Conditional Video Diffusion for Prediction, Generation,
and Interpolation},
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/944618542d80a63bbec16dfbd2bd689a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VoletiJP22.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/siggrapha/VoletiOBHMP22,
author = {Vikram Voleti and
Boris N. Oreshkin and
Florent Bocquelet and
F{\'{e}}lix G. Harvey and
Louis{-}Simon M{\'{e}}nard and
Christopher Pal},
editor = {Soon Ki Jung and
Neil A. Dodgson},
title = {{SMPL-IK:} Learned Morphology-Aware Inverse Kinematics for {AI} Driven
Artistic Workflows},
booktitle = {{SIGGRAPH} Asia 2022 Technical Communications, Daegu, Republic of
Korea, December 6-9, 2022},
pages = {1:1--1:7},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3550340.3564227},
doi = {10.1145/3550340.3564227},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siggrapha/VoletiOBHMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01787,
author = {Nicolas Gontier and
Siva Reddy and
Christopher Pal},
title = {Does entity abstraction help generative Transformers reason?},
journal = {CoRR},
volume = {abs/2201.01787},
year = {2022},
url = {https://arxiv.org/abs/2201.01787},
eprinttype = {arXiv},
eprint = {2201.01787},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16662,
author = {Christopher Beckham and
Issam H. Laradji and
Pau Rodr{\'{\i}}guez and
David V{\'{a}}zquez and
Derek Nowrouzezahrai and
Christopher J. Pal},
title = {Challenges in leveraging GANs for few-shot data augmentation},
journal = {CoRR},
volume = {abs/2203.16662},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16662},
doi = {10.48550/ARXIV.2203.16662},
eprinttype = {arXiv},
eprint = {2203.16662},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09853,
author = {Vikram Voleti and
Alexia Jolicoeur{-}Martineau and
Christopher Pal},
title = {{MCVD:} Masked Conditional Video Diffusion for Prediction, Generation,
and Interpolation},
journal = {CoRR},
volume = {abs/2205.09853},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09853},
doi = {10.48550/ARXIV.2205.09853},
eprinttype = {arXiv},
eprint = {2205.09853},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11690,
author = {Amine El Hattami and
Stefania Raimondo and
Issam H. Laradji and
David V{\'{a}}zquez and
Pau Rodr{\'{\i}}guez and
Chris Pal},
title = {Workflow Discovery from Dialogues in the Low Data Regime},
journal = {CoRR},
volume = {abs/2205.11690},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11690},
doi = {10.48550/ARXIV.2205.11690},
eprinttype = {arXiv},
eprint = {2205.11690},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02377,
author = {Simon Guiroy and
Christopher Pal and
Gon{\c{c}}alo Mordido and
Sarath Chandar},
title = {Improving Meta-Learning Generalization with Activation-Based Early-Stopping},
journal = {CoRR},
volume = {abs/2208.02377},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02377},
doi = {10.48550/ARXIV.2208.02377},
eprinttype = {arXiv},
eprint = {2208.02377},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-08274,
author = {Vikram Voleti and
Boris N. Oreshkin and
Florent Bocquelet and
F{\'{e}}lix G. Harvey and
Louis{-}Simon M{\'{e}}nard and
Christopher Pal},
title = {{SMPL-IK:} Learned Morphology-Aware Inverse Kinematics for {AI} Driven
Artistic Workflows},
journal = {CoRR},
volume = {abs/2208.08274},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.08274},
doi = {10.48550/ARXIV.2208.08274},
eprinttype = {arXiv},
eprint = {2208.08274},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-08274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07453,
author = {Jonathan Pilault and
Michael Galkin and
Bahare Fatemi and
Perouz Taslakian and
David V{\'{a}}zquez and
Christopher Pal},
title = {Using Graph Algorithms to Pretrain Graph Completion Transformers},
journal = {CoRR},
volume = {abs/2210.07453},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07453},
doi = {10.48550/ARXIV.2210.07453},
eprinttype = {arXiv},
eprint = {2210.07453},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07453.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-2210-12254,
author = {Vikram Voleti and
Christopher Pal and
Adam M. Oberman},
title = {Score-based Denoising Diffusion with Non-Isotropic Gaussian Noise
Models},
journal = {CoRR},
volume = {abs/2210.12254},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12254},
doi = {10.48550/ARXIV.2210.12254},
eprinttype = {arXiv},
eprint = {2210.12254},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12272,
author = {Alexandre Pich{\'{e}} and
Rafael Pardinas and
David V{\'{a}}zquez and
Igor Mordatch and
Chris Pal},
title = {Implicit Offline Reinforcement Learning via Supervised Learning},
journal = {CoRR},
volume = {abs/2210.12272},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12272},
doi = {10.48550/ARXIV.2210.12272},
eprinttype = {arXiv},
eprint = {2210.12272},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01233,
author = {Mattie Tesfaldet and
Derek Nowrouzezahrai and
Christopher Pal},
title = {Attention-based Neural Cellular Automata},
journal = {CoRR},
volume = {abs/2211.01233},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01233},
doi = {10.48550/ARXIV.2211.01233},
eprinttype = {arXiv},
eprint = {2211.01233},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01233.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-2211-10747,
author = {Christopher Beckham and
Alexandre Pich{\'{e}} and
David V{\'{a}}zquez and
Christopher Pal},
title = {Towards good validation metrics for generative models in offline model-based
optimisation},
journal = {CoRR},
volume = {abs/2211.10747},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10747},
doi = {10.48550/ARXIV.2211.10747},
eprinttype = {arXiv},
eprint = {2211.10747},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14487,
author = {Mats L. Richter and
Christopher Pal},
title = {Receptive Field Refinement for Convolutional Neural Networks Reliably
Improves Predictive Performance},
journal = {CoRR},
volume = {abs/2211.14487},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14487},
doi = {10.48550/ARXIV.2211.14487},
eprinttype = {arXiv},
eprint = {2211.14487},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01639,
author = {Christopher Beckham and
Martin Weiss and
Florian Golemo and
Sina Honari and
Derek Nowrouzezahrai and
Christopher Pal},
title = {Visual Question Answering From Another Perspective: {CLEVR} Mental
Rotation Tests},
journal = {CoRR},
volume = {abs/2212.01639},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01639},
doi = {10.48550/ARXIV.2212.01639},
eprinttype = {arXiv},
eprint = {2212.01639},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01639.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/BouteillerRBPB21,
author = {Yann Bouteiller and
Simon Ramstedt and
Giovanni Beltrame and
Christopher J. Pal and
Jonathan Binas},
title = {Reinforcement Learning with Random Delays},
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=QFYnKlBJYR},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BouteillerRBPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PilaultEP21,
author = {Jonathan Pilault and
Amine Elhattami and
Christopher J. Pal},
title = {Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning
in {NLP} Using Fewer Parameters {\&} Less Data},
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=de11dbHzAMF},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PilaultEP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/BouthillierDBTN21,
author = {Xavier Bouthillier and
Pierre Delaunay and
Mirko Bronzi and
Assya Trofimov and
Brennan Nichyporuk and
Justin Szeto and
Nazanin Mohammadi Sepahvand and
Edward Raff and
Kanika Madan and
Vikram Voleti and
Samira Ebrahimi Kahou and
Vincent Michalski and
Tal Arbel and
Chris Pal and
Ga{\"{e}}l Varoquaux and
Pascal Vincent},
editor = {Alex Smola and
Alex Dimakis and
Ion Stoica},
title = {Accounting for Variance in Machine Learning Benchmarks},
booktitle = {Proceedings of Machine Learning and Systems 2021, MLSys 2021, virtual,
April 5-9, 2021},
publisher = {mlsys.org},
year = {2021},
url = {https://proceedings.mlsys.org/paper/2021/hash/cfecdb276f634854f3ef915e2e980c31-Abstract.html},
timestamp = {Mon, 23 May 2022 11:55:02 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/BouthillierDBTN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ScholakLBVP21,
author = {Torsten Scholak and
Raymond Li and
Dzmitry Bahdanau and
Harm de Vries and
Chris Pal},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {DuoRAT: Towards Simpler Text-to-SQL Models},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {1313--1321},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.103},
doi = {10.18653/V1/2021.NAACL-MAIN.103},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ScholakLBVP21.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}
}
@article{DBLP:journals/corr/abs-2102-04942,
author = {F{\'{e}}lix G. Harvey and
Mike Yurick and
Derek Nowrouzezahrai and
Christopher J. Pal},
title = {Robust Motion In-betweening},
journal = {CoRR},
volume = {abs/2102.04942},
year = {2021},
url = {https://arxiv.org/abs/2102.04942},
eprinttype = {arXiv},
eprint = {2102.04942},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03098,
author = {Xavier Bouthillier and
Pierre Delaunay and
Mirko Bronzi and
Assya Trofimov and
Brennan Nichyporuk and
Justin Szeto and
Naz Sepah and
Edward Raff and
Kanika Madan and
Vikram Voleti and
Samira Ebrahimi Kahou and
Vincent Michalski and
Dmitriy Serdyuk and
Tal Arbel and
Chris Pal and
Ga{\"{e}}l Varoquaux and
Pascal Vincent},
title = {Accounting for Variance in Machine Learning Benchmarks},
journal = {CoRR},
volume = {abs/2103.03098},
year = {2021},
url = {https://arxiv.org/abs/2103.03098},
eprinttype = {arXiv},
eprint = {2103.03098},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00563,
author = {Roger Girgis and
Florian Golemo and
Felipe Codevilla and
Jim Aldon D'Souza and
Samira Ebrahimi Kahou and
Felix Heide and
Christopher J. Pal},
title = {Latent Variable Nested Set Transformers {\&} AutoBots},
journal = {CoRR},
volume = {abs/2104.00563},
year = {2021},
url = {https://arxiv.org/abs/2104.00563},
eprinttype = {arXiv},
eprint = {2104.00563},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02613,
author = {Alexandre Pich{\'{e}} and
Joseph Marino and
Gian Maria Marconi and
Christopher Joseph Pal and
Mohammad Emtiyaz Khan},
title = {Beyond Target Networks: Improving Deep Q-learning with Functional
Regularization},
journal = {CoRR},
volume = {abs/2106.02613},
year = {2021},
url = {https://arxiv.org/abs/2106.02613},
eprinttype = {arXiv},
eprint = {2106.02613},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08462,
author = {Vikram Voleti and
Chris Finlay and
Adam M. Oberman and
Christopher J. Pal},
title = {Multi-Resolution Continuous Normalizing Flows},
journal = {CoRR},
volume = {abs/2106.08462},
year = {2021},
url = {https://arxiv.org/abs/2106.08462},
eprinttype = {arXiv},
eprint = {2106.08462},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08462.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-2109-03292,
author = {David Kanaa and
Vikram Voleti and
Samira Ebrahimi Kahou and
Christopher Pal},
title = {Simple Video Generation using Neural ODEs},
journal = {CoRR},
volume = {abs/2109.03292},
year = {2021},
url = {https://arxiv.org/abs/2109.03292},
eprinttype = {arXiv},
eprint = {2109.03292},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03032,
author = {Jikun Kang and
Miao Liu and
Abhinav Gupta and
Chris Pal and
Xue Liu and
Jie Fu},
title = {Learning Multi-Objective Curricula for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2110.03032},
year = {2021},
url = {https://arxiv.org/abs/2110.03032},
eprinttype = {arXiv},
eprint = {2110.03032},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03032.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-2111-02249,
author = {Felipe Codevilla and
Jean{-}Gabriel Simard and
Ross Goroshin and
Chris Pal},
title = {Learned Image Compression for Machine Perception},
journal = {CoRR},
volume = {abs/2111.02249},
year = {2021},
url = {https://arxiv.org/abs/2111.02249},
eprinttype = {arXiv},
eprint = {2111.02249},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07342,
author = {Paul Barde and
Tristan Karch and
Derek Nowrouzezahrai and
Cl{\'{e}}ment Moulin{-}Frier and
Christopher J. Pal and
Pierre{-}Yves Oudeyer},
title = {Learning to Guide and to Be Guided in the Architect-Builder Problem},
journal = {CoRR},
volume = {abs/2112.07342},
year = {2021},
url = {https://arxiv.org/abs/2112.07342},
eprinttype = {arXiv},
eprint = {2112.07342},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12228,
author = {Julien Roy and
Roger Girgis and
Joshua Romoff and
Pierre{-}Luc Bacon and
Christopher J. Pal},
title = {Direct Behavior Specification via Constrained Reinforcement Learning},
journal = {CoRR},
volume = {abs/2112.12228},
year = {2021},
url = {https://arxiv.org/abs/2112.12228},
eprinttype = {arXiv},
eprint = {2112.12228},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/IbrahimPP20,
author = {Mohamed Hamza Ibrahim and
Christopher J. Pal and
Gilles Pesant},
title = {Leveraging cluster backbones for improving {MAP} inference in statistical
relational models},
journal = {Ann. Math. Artif. Intell.},
volume = {88},
number = {8},
pages = {907--949},
year = {2020},
url = {https://doi.org/10.1007/s10472-020-09698-z},
doi = {10.1007/S10472-020-09698-Z},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amai/IbrahimPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HasanP20,
author = {Md. Kamrul Hasan and
Christopher J. Pal},
title = {A New Smooth Approximation to the Zero One Loss with a Probabilistic
Interpretation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {1},
pages = {1:1--1:28},
year = {2020},
url = {https://doi.org/10.1145/3365672},
doi = {10.1145/3365672},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HasanP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/HarveyYNP20,
author = {F{\'{e}}lix G. Harvey and
Mike Yurick and
Derek Nowrouzezahrai and
Christopher J. Pal},
title = {Robust motion in-betweening},
journal = {{ACM} Trans. Graph.},
volume = {39},
number = {4},
pages = {60},
year = {2020},
url = {https://doi.org/10.1145/3386569.3392480},
doi = {10.1145/3386569.3392480},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tog/HarveyYNP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuFZPL20,
author = {Dayiheng Liu and
Jie Fu and
Yidan Zhang and
Chris Pal and
Jiancheng Lv},
title = {Revision in Continuous Space: Unsupervised Text Style Transfer without
Adversarial Learning},
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 = {8376--8383},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6355},
doi = {10.1609/AAAI.V34I05.6355},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuFZPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuanFCTPT20,
author = {Xingdi Yuan and
Jie Fu and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Yi Tay and
Chris Pal and
Adam Trischler},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Interactive Machine Comprehension with Information Seeking Agents},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {2325--2338},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.211},
doi = {10.18653/V1/2020.ACL-MAIN.211},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YuanFCTPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TayOFCCLP20,
author = {Yi Tay and
Donovan Ong and
Jie Fu and
Alvin Chan and
Nancy Chen and
Anh Tuan Luu and
Chris Pal},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Would you Rather? {A} New Benchmark for Learning Machine Alignment
with Cultural Values and Social Preferences},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {5369--5373},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.477},
doi = {10.18653/V1/2020.ACL-MAIN.477},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TayOFCCLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/XiaoCPL20,
author = {Yi Xiao and
Felipe Codevilla and
Christopher J. Pal and
Antonio M. L{\'{o}}pez},
editor = {Jens Kober and
Fabio Ramos and
Claire J. Tomlin},
title = {Action-based Representation Learning for Autonomous Driving},
booktitle = {4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020,
Virtual Event / Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {155},
pages = {232--246},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v155/xiao21a.html},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/corl/XiaoCPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/OreshkinRPP20,
author = {Boris N. Oreshkin and
Negar Rostamzadeh and
Pedro O. Pinheiro and
Christopher J. Pal},
title = {{CLAREL:} Classification via retrieval loss for zero-shot learning},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {3989--3993},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w54/Oreshkin\_CLAREL\_Classification\_via\_Retrieval\_Loss\_for\_Zero-Shot\_Learning\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00466},
timestamp = {Tue, 31 Aug 2021 14:00:09 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/OreshkinRPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PilaultLSP20,
author = {Jonathan Pilault and
Raymond Li and
Sandeep Subramanian and
Chris Pal},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {On Extractive and Abstractive Neural Document Summarization with Transformer
Language Models},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {9308--9319},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.748},
doi = {10.18653/V1/2020.EMNLP-MAIN.748},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/PilaultLSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001IP20,
author = {Christian Rupprecht and
Cyril Ibrahim and
Christopher J. Pal},
title = {Finding and Visualizing Weaknesses of Deep Reinforcement Learning
Agents},
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=rylvYaNYDH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001IP20.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 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BengioDRKLBGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CasanovaPRP20,
author = {Arantxa Casanova and
Pedro O. Pinheiro and
Negar Rostamzadeh and
Christopher J. Pal},
title = {Reinforced active learning for image segmentation},
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=SkgC6TNFvr},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CasanovaPRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LimCPH20,
author = {Jae Hyun Lim and
Aaron C. Courville and
Christopher J. Pal and
Chin{-}Wei Huang},
title = {{AR-DAE:} Towards Unbiased Neural Entropy Gradient Estimation},
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 = {6061--6071},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lim20a.html},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LimCPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BardeRJPPN20,
author = {Paul Barde and
Julien Roy and
Wonseok Jeon and
Joelle Pineau and
Chris Pal and
Derek Nowrouzezahrai},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Adversarial Soft Advantage Fitting: Imitation Learning without Policy
Optimization},
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/9161ab7a1b61012c4c303f10b4c16b2c-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BardeRJPPN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GontierSRP20,
author = {Nicolas Gontier and
Koustuv Sinha and
Siva Reddy and
Christopher Pal},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Measuring Systematic Generalization in Neural Proof Generation with
Transformers},
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/fc84ad56f9f547eb89c72b9bac209312-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GontierSRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoyBHNP20,
author = {Julien Roy and
Paul Barde and
F{\'{e}}lix G. Harvey and
Derek Nowrouzezahrai and
Chris Pal},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Promoting Coordination through Policy Regularization in Multi-Agent
Deep Reinforcement Learning},
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/b628386c9b92481fab68fbf284bd6a64-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RoyBHNP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/midl/2020,
editor = {Tal Arbel and
Ismail Ben Ayed and
Marleen de Bruijne and
Maxime Descoteaux and
Herv{\'{e}} Lombaert and
Christopher Pal},
title = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2020, 6-8 July 2020, Montr{\'{e}}al, QC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {121},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v121/},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01335,
author = {Agnieszka Slowik and
Abhinav Gupta and
William L. Hamilton and
Mateja Jamnik and
Sean B. Holden and
Christopher J. Pal},
title = {Exploring Structural Inductive Biases in Emergent Communication},
journal = {CoRR},
volume = {abs/2002.01335},
year = {2020},
url = {https://arxiv.org/abs/2002.01335},
eprinttype = {arXiv},
eprint = {2002.01335},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06583,
author = {Arantxa Casanova and
Pedro O. Pinheiro and
Negar Rostamzadeh and
Christopher J. Pal},
title = {Reinforced active learning for image segmentation},
journal = {CoRR},
volume = {abs/2002.06583},
year = {2020},
url = {https://arxiv.org/abs/2002.06583},
eprinttype = {arXiv},
eprint = {2002.06583},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07956,
author = {Bhairav Mehta and
Tristan Deleu and
Sharath Chandra Raparthy and
Christopher J. Pal and
Liam Paull},
title = {Curriculum in Gradient-Based Meta-Reinforcement Learning},
journal = {CoRR},
volume = {abs/2002.07956},
year = {2020},
url = {https://arxiv.org/abs/2002.07956},
eprinttype = {arXiv},
eprint = {2002.07956},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09084,
author = {Jonathan Pilault and
Jaehong Park and
Christopher J. Pal},
title = {On the impressive performance of randomly weighted encoders in summarization
tasks},
journal = {CoRR},
volume = {abs/2002.09084},
year = {2020},
url = {https://arxiv.org/abs/2002.09084},
eprinttype = {arXiv},
eprint = {2002.09084},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08861,
author = {Jie Fu and
Xue Geng and
Zhijian Duan and
Bohan Zhuang and
Xingdi Yuan and
Adam Trischler and
Jie Lin and
Chris Pal and
Hao Dong},
title = {Role-Wise Data Augmentation for Knowledge Distillation},
journal = {CoRR},
volume = {abs/2004.08861},
year = {2020},
url = {https://arxiv.org/abs/2004.08861},
eprinttype = {arXiv},
eprint = {2004.08861},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-08861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05164,
author = {Jae Hyun Lim and
Aaron C. Courville and
Christopher J. Pal and
Chin{-}Wei Huang},
title = {{AR-DAE:} Towards Unbiased Neural Entropy Gradient Estimation},
journal = {CoRR},
volume = {abs/2006.05164},
year = {2020},
url = {https://arxiv.org/abs/2006.05164},
eprinttype = {arXiv},
eprint = {2006.05164},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13258,
author = {Paul Barde and
Julien Roy and
Wonseok Jeon and
Joelle Pineau and
Christopher J. Pal and
Derek Nowrouzezahrai},
title = {Adversarial Soft Advantage Fitting: Imitation Learning without Policy
Optimization},
journal = {CoRR},
volume = {abs/2006.13258},
year = {2020},
url = {https://arxiv.org/abs/2006.13258},
eprinttype = {arXiv},
eprint = {2006.13258},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02319,
author = {Tal Arbel and
Ismail Ben Ayed and
Marleen de Bruijne and
Maxime Descoteaux and
Herve Lombaert and
Chris Pal},
title = {Medical Imaging with Deep Learning: {MIDL} 2020 - Short Paper Track},
journal = {CoRR},
volume = {abs/2007.02319},
year = {2020},
url = {https://arxiv.org/abs/2007.02319},
eprinttype = {arXiv},
eprint = {2007.02319},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09417,
author = {Yi Xiao and
Felipe Codevilla and
Christopher J. Pal and
Antonio M. L{\'{o}}pez},
title = {Action-Based Representation Learning for Autonomous Driving},
journal = {CoRR},
volume = {abs/2008.09417},
year = {2020},
url = {https://arxiv.org/abs/2008.09417},
eprinttype = {arXiv},
eprint = {2008.09417},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09139,
author = {Jonathan Pilault and
Amine Elhattami and
Christopher J. Pal},
title = {Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning
in {NLP} Using Fewer Parameters {\&} Less Data},
journal = {CoRR},
volume = {abs/2009.09139},
year = {2020},
url = {https://arxiv.org/abs/2009.09139},
eprinttype = {arXiv},
eprint = {2009.09139},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-14786,
author = {Nicolas Gontier and
Koustuv Sinha and
Siva Reddy and
Christopher Pal},
title = {Measuring Systematic Generalization in Neural Proof Generation with
Transformers},
journal = {CoRR},
volume = {abs/2009.14786},
year = {2020},
url = {https://arxiv.org/abs/2009.14786},
eprinttype = {arXiv},
eprint = {2009.14786},
timestamp = {Wed, 07 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-14786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02966,
author = {Simon Ramstedt and
Yann Bouteiller and
Giovanni Beltrame and
Christopher J. Pal and
Jonathan Binas},
title = {Reinforcement Learning with Random Delays},
journal = {CoRR},
volume = {abs/2010.02966},
year = {2020},
url = {https://arxiv.org/abs/2010.02966},
eprinttype = {arXiv},
eprint = {2010.02966},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11119,
author = {Torsten Scholak and
Raymond Li and
Dzmitry Bahdanau and
Harm de Vries and
Chris Pal},
title = {DuoRAT: Towards Simpler Text-to-SQL Models},
journal = {CoRR},
volume = {abs/2010.11119},
year = {2020},
url = {https://arxiv.org/abs/2010.11119},
eprinttype = {arXiv},
eprint = {2010.11119},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11322,
author = {Jaehong Park and
Jonathan Pilault and
Christopher Joseph Pal},
title = {Learning to Summarize Long Texts with Memory Compression and Transfer},
journal = {CoRR},
volume = {abs/2010.11322},
year = {2020},
url = {https://arxiv.org/abs/2010.11322},
eprinttype = {arXiv},
eprint = {2010.11322},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11322.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}
}
@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/corl/MehtaDGPP19,
author = {Bhairav Mehta and
Manfred Diaz and
Florian Golemo and
Christopher J. Pal and
Liam Paull},
editor = {Leslie Pack Kaelbling and
Danica Kragic and
Komei Sugiura},
title = {Active Domain Randomization},
booktitle = {3rd Annual Conference on Robot Learning, CoRL 2019, Osaka, Japan,
October 30 - November 1, 2019, Proceedings},
series = {Proceedings of Machine Learning Research},
volume = {100},
pages = {1162--1176},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v100/mehta20a.html},
timestamp = {Mon, 25 May 2020 12:12:52 +0200},
biburl = {https://dblp.org/rec/conf/corl/MehtaDGPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/WeissCGLKCNPGP19,
author = {Martin Weiss and
Simon Chamorro and
Roger Girgis and
Margaux Luck and
Samira Ebrahimi Kahou and
Joseph Paul Cohen and
Derek Nowrouzezahrai and
Doina Precup and
Florian Golemo and
Chris Pal},
editor = {Leslie Pack Kaelbling and
Danica Kragic and
Komei Sugiura},
title = {Navigation Agents for the Visually Impaired: {A} Sidewalk Simulator
and Experiments},
booktitle = {3rd Annual Conference on Robot Learning, CoRL 2019, Osaka, Japan,
October 30 - November 1, 2019, Proceedings},
series = {Proceedings of Machine Learning Research},
volume = {100},
pages = {1314--1327},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v100/weiss20a.html},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/corl/WeissCGLKCNPGP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/GengFZLAPC19,
author = {Xue Geng and
Jie Fu and
Bin Zhao and
Jie Lin and
Mohamed M. Sabry Aly and
Christopher J. Pal and
Vijay Chandrasekhar},
editor = {Ali Bilgin and
Michael W. Marcellin and
Joan Serra{-}Sagrist{\`{a}} and
James A. Storer},
title = {Dataflow-Based Joint Quantization for Deep Neural Networks},
booktitle = {Data Compression Conference, {DCC} 2019, Snowbird, UT, USA, March
26-29, 2019},
pages = {574},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DCC.2019.00086},
doi = {10.1109/DCC.2019.00086},
timestamp = {Sun, 30 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dcc/GengFZLAPC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PahujaFCP19,
author = {Vardaan Pahuja and
Jie Fu and
Sarath Chandar and
Christopher Joseph Pal},
editor = {Aditya Mogadala and
Dietrich Klakow and
Sandro Pezzelle and
Marie{-}Francine Moens},
title = {Structure Learning for Neural Module Networks},
booktitle = {Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world
kNowledge, LANTERN@EMNLP-IJCNLP 2019, Hong Kong, China, November 3,
2019},
pages = {1--10},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-6401},
doi = {10.18653/V1/D19-6401},
timestamp = {Fri, 06 Aug 2021 00:40:22 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PahujaFCP19.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/iclr/BeckhamHLVGHP19,
author = {Christopher Beckham and
Sina Honari and
Alex Lamb and
Vikas Verma and
Farnoosh Ghadiri and
R. Devon Hjelm and
Christopher J. Pal},
title = {Adversarial Mixup Resynthesizers},
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=Syx9EIIKdN},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BeckhamHLVGHP19.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 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PicheTIBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RamstedtP19,
author = {Simon Ramstedt 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 = {Real-Time Reinforcement 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 = {3067--3076},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/54e36c5ff5f6a1802925ca009f3ebb68-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RamstedtP19.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 = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BeckhamHVLGHBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LimPRPA19,
author = {Jae Hyun Lim and
Pedro O. Pinheiro and
Negar Rostamzadeh and
Chris Pal and
Sungjin Ahn},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Neural Multisensory Scene Inference},
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 = {8994--9004},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/af8d1eb220186400c494db7091e402b0-Abstract.html},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LimPRPA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-02064,
author = {Xue Geng and
Jie Fu and
Bin Zhao and
Jie Lin and
Mohamed M. Sabry Aly and
Christopher J. Pal and
Vijay Chandrasekhar},
title = {Dataflow-based Joint Quantization of Weights and Activations for Deep
Neural Networks},
journal = {CoRR},
volume = {abs/1901.02064},
year = {2019},
url = {http://arxiv.org/abs/1901.02064},
eprinttype = {arXiv},
eprint = {1901.02064},
timestamp = {Sun, 30 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-02064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04056,
author = {Patrick Bilic and
Patrick Ferdinand Christ and
Eugene Vorontsov and
Grzegorz Chlebus and
Hao Chen and
Qi Dou and
Chi{-}Wing Fu and
Xiao Han and
Pheng{-}Ann Heng and
J{\"{u}}rgen Hesser and
Samuel Kadoury and
Tomasz K. Konopczynski and
Miao Le and
Chunming Li and
Xiaomeng Li and
Jana Lipkov{\'{a}} and
John S. Lowengrub and
Hans Meine and
Jan Hendrik Moltz and
Chris Pal and
Marie Piraud and
Xiaojuan Qi and
Jin Qi and
Markus Rempfler and
Karsten Roth and
Andrea Schenk and
Anjany Sekuboyina and
Ping Zhou and
Christian H{\"{u}}lsemeyer and
Marcel Beetz and
Florian Ettlinger and
Felix Gr{\"{u}}n and
Georgios Kaissis and
Fabian Loh{\"{o}}fer and
Rickmer Braren and
Julian Holch and
Felix Hofmann and
Wieland H. Sommer and
Volker Heinemann and
Colin Jacobs and
Gabriel Efrain Humpire Mamani and
Bram van Ginneken and
Gabriel Chartrand and
An Tang and
Michal Drozdzal and
Avi Ben{-}Cohen and
Eyal Klang and
Michal Marianne Amitai and
Eli Konen and
Hayit Greenspan and
Johan Moreau and
Alexandre Hostettler and
Luc Soler and
Refael Vivanti and
Adi Szeskin and
Naama Lev{-}Cohain and
Jacob Sosna and
Leo Joskowicz and
Bjoern H. Menze},
title = {The Liver Tumor Segmentation Benchmark (LiTS)},
journal = {CoRR},
volume = {abs/1901.04056},
year = {2019},
url = {http://arxiv.org/abs/1901.04056},
eprinttype = {arXiv},
eprint = {1901.04056},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07186,
author = {Glen Berseth and
Christopher J. Pal},
title = {Visual Imitation Learning with Recurrent Siamese Networks},
journal = {CoRR},
volume = {abs/1901.07186},
year = {2019},
url = {http://arxiv.org/abs/1901.07186},
eprinttype = {arXiv},
eprint = {1901.07186},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-07186.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-1903-02709,
author = {Christopher Beckham and
Sina Honari and
Alex Lamb and
Vikas Verma and
Farnoosh Ghadiri and
R. Devon Hjelm and
Christopher J. Pal},
title = {Adversarial Mixup Resynthesizers},
journal = {CoRR},
volume = {abs/1903.02709},
year = {2019},
url = {http://arxiv.org/abs/1903.02709},
eprinttype = {arXiv},
eprint = {1903.02709},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-02709.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-1904-01318,
author = {Christian Rupprecht and
Cyril Ibrahim and
Christopher J. Pal},
title = {Finding and Visualizing Weaknesses of Deep Reinforcement Learning
Agents},
journal = {CoRR},
volume = {abs/1904.01318},
year = {2019},
url = {http://arxiv.org/abs/1904.01318},
eprinttype = {arXiv},
eprint = {1904.01318},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04762,
author = {Bhairav Mehta and
Manfred Diaz and
Florian Golemo and
Christopher J. Pal and
Liam Paull},
title = {Active Domain Randomization},
journal = {CoRR},
volume = {abs/1904.04762},
year = {2019},
url = {http://arxiv.org/abs/1904.04762},
eprinttype = {arXiv},
eprint = {1904.04762},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11532,
author = {Vardaan Pahuja and
Jie Fu and
Sarath Chandar and
Christopher J. Pal},
title = {Structure Learning for Neural Module Networks},
journal = {CoRR},
volume = {abs/1905.11532},
year = {2019},
url = {http://arxiv.org/abs/1905.11532},
eprinttype = {arXiv},
eprint = {1905.11532},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12304,
author = {Dayiheng Liu and
Jie Fu and
Yidan Zhang and
Chris Pal and
Jiancheng Lv},
title = {Revision in Continuous Space: Fine-Grained Control of Text Style Transfer},
journal = {CoRR},
volume = {abs/1905.12304},
year = {2019},
url = {http://arxiv.org/abs/1905.12304},
eprinttype = {arXiv},
eprint = {1905.12304},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12304.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-1906-11892,
author = {Boris N. Oreshkin and
Negar Rostamzadeh and
Pedro O. Pinheiro and
Christopher J. Pal},
title = {Fine-grained zero-shot recognition with metric rescaling},
journal = {CoRR},
volume = {abs/1906.11892},
year = {2019},
url = {http://arxiv.org/abs/1906.11892},
eprinttype = {arXiv},
eprint = {1906.11892},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11951,
author = {Evan Racah and
Christopher J. Pal},
title = {Supervise Thyself: Examining Self-Supervised Representations in Interactive
Environments},
journal = {CoRR},
volume = {abs/1906.11951},
year = {2019},
url = {http://arxiv.org/abs/1906.11951},
eprinttype = {arXiv},
eprint = {1906.11951},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07287,
author = {Simon Guiroy and
Vikas Verma and
Christopher J. Pal},
title = {Towards Understanding Generalization in Gradient-Based Meta-Learning},
journal = {CoRR},
volume = {abs/1907.07287},
year = {2019},
url = {http://arxiv.org/abs/1907.07287},
eprinttype = {arXiv},
eprint = {1907.07287},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-00061,
author = {Vincent Michalski and
Vikram Voleti and
Samira Ebrahimi Kahou and
Anthony Ortiz and
Pascal Vincent and
Chris Pal and
Doina Precup},
title = {An Empirical Study of Batch Normalization and Group Normalization
in Conditional Computation},
journal = {CoRR},
volume = {abs/1908.00061},
year = {2019},
url = {http://arxiv.org/abs/1908.00061},
eprinttype = {arXiv},
eprint = {1908.00061},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-00061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02269,
author = {Paul Barde and
Julien Roy and
F{\'{e}}lix G. Harvey and
Derek Nowrouzezahrai and
Christopher J. Pal},
title = {Promoting Coordination through Policy Regularization in Multi-Agent
Reinforcement Learning},
journal = {CoRR},
volume = {abs/1908.02269},
year = {2019},
url = {http://arxiv.org/abs/1908.02269},
eprinttype = {arXiv},
eprint = {1908.02269},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10449,
author = {Xingdi Yuan and
Jie Fu and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Yi Tay and
Christopher J. Pal and
Adam Trischler},
title = {Interactive Machine Comprehension with Information Seeking Agents},
journal = {CoRR},
volume = {abs/1908.10449},
year = {2019},
url = {http://arxiv.org/abs/1908.10449},
eprinttype = {arXiv},
eprint = {1908.10449},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-10449.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-1909-03186,
author = {Sandeep Subramanian and
Raymond Li and
Jonathan Pilault and
Christopher J. Pal},
title = {On Extractive and Abstractive Neural Document Summarization with Transformer
Language Models},
journal = {CoRR},
volume = {abs/1909.03186},
year = {2019},
url = {http://arxiv.org/abs/1909.03186},
eprinttype = {arXiv},
eprint = {1909.03186},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09192,
author = {Vardaan Pahuja and
Jie Fu and
Christopher J. Pal},
title = {Learning Sparse Mixture of Experts for Visual Question Answering},
journal = {CoRR},
volume = {abs/1909.09192},
year = {2019},
url = {http://arxiv.org/abs/1909.09192},
eprinttype = {arXiv},
eprint = {1909.09192},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09192.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-1910-02344,
author = {Jae Hyun Lim and
Pedro O. Pinheiro and
Negar Rostamzadeh and
Christopher J. Pal and
Sungjin Ahn},
title = {Neural Multisensory Scene Inference},
journal = {CoRR},
volume = {abs/1910.02344},
year = {2019},
url = {http://arxiv.org/abs/1910.02344},
eprinttype = {arXiv},
eprint = {1910.02344},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13249,
author = {Martin Weiss and
Simon Chamorro and
Roger Girgis and
Margaux Luck and
Samira Ebrahimi Kahou and
Joseph Paul Cohen and
Derek Nowrouzezahrai and
Doina Precup and
Florian Golemo and
Chris Pal},
title = {Navigation Agents for the Visually Impaired: {A} Sidewalk Simulator
and Experiments},
journal = {CoRR},
volume = {abs/1910.13249},
year = {2019},
url = {http://arxiv.org/abs/1910.13249},
eprinttype = {arXiv},
eprint = {1910.13249},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04448,
author = {Simon Ramstedt and
Christopher J. Pal},
title = {Real-Time Reinforcement Learning},
journal = {CoRR},
volume = {abs/1911.04448},
year = {2019},
url = {http://arxiv.org/abs/1911.04448},
eprinttype = {arXiv},
eprint = {1911.04448},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmbbeiv/ThongKPP18,
author = {William E. Thong and
Samuel Kadoury and
Nicolas Pich{\'{e}} and
Christopher J. Pal},
title = {Convolutional networks for kidney segmentation in contrast-enhanced
{CT} scans},
journal = {Comput. methods Biomech. Biomed. Eng. Imaging Vis.},
volume = {6},
number = {3},
pages = {277--282},
year = {2018},
url = {https://doi.org/10.1080/21681163.2016.1148636},
doi = {10.1080/21681163.2016.1148636},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmbbeiv/ThongKPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/HarveyRKP18,
author = {F{\'{e}}lix G. Harvey and
Julien Roy and
David Kanaa and
Christopher Joseph Pal},
title = {Recurrent semi-supervised classification and constrained adversarial
generation with motion capture data},
journal = {Image Vis. Comput.},
volume = {78},
pages = {42--52},
year = {2018},
url = {https://doi.org/10.1016/j.imavis.2018.07.001},
doi = {10.1016/J.IMAVIS.2018.07.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/HarveyRKP18.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}
}
@inproceedings{DBLP:conf/cvpr/HonariMTVPK18,
author = {Sina Honari and
Pavlo Molchanov and
Stephen Tyree and
Pascal Vincent and
Christopher J. Pal and
Jan Kautz},
title = {Improving Landmark Localization With Semi-Supervised Learning},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {1546--1555},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Honari\_Improving\_Landmark\_Localization\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00167},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HonariMTVPK18.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/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/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 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/KeZSLTBPCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/VorontsovTPK18,
author = {Eugene Vorontsov and
An Tang and
Chris Pal and
Samuel Kadoury},
title = {Liver lesion segmentation informed by joint liver segmentation},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {1332--1335},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363817},
doi = {10.1109/ISBI.2018.8363817},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/VorontsovTPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SubramanianRSTC18,
author = {Sandeep Subramanian and
Sai Rajeswar and
Alessandro Sordoni and
Adam Trischler and
Aaron C. Courville and
Chris Pal},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Towards Text Generation with Adversarially Learned Neural Outlines},
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 = {7562--7574},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/aaaccd2766ec67aecbe26459bb828d81-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SubramanianRSTC18.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/LiKSMCP18,
author = {Raymond Li and
Samira Ebrahimi Kahou and
Hannes Schulz and
Vincent Michalski and
Laurent Charlin and
Chris Pal},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Towards Deep Conversational Recommendations},
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 = {9748--9758},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/800de15c79c8d840f4e78d3af937d4d4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiKSMCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MonizBRHP18,
author = {Joel Ruben Antony Moniz and
Christopher Beckham and
Simon Rajotte and
Sina Honari and
Chris Pal},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Unsupervised Depth Estimation, 3D Face Rotation and Replacement},
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 = {9759--9769},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/9a1335ef5ffebb0de9d089c4182e4868-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MonizBRHP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggrapha/HarveyP18,
author = {F{\'{e}}lix G. Harvey and
Christopher J. Pal},
editor = {Nafees Bin Zafar and
Kun Zhou},
title = {Recurrent transition networks for character locomotion},
booktitle = {{SIGGRAPH} Asia 2018 Technical Briefs, Tokyo, Japan, December 04-07,
2018},
pages = {4:1--4:4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3283254.3283277},
doi = {10.1145/3283254.3283277},
timestamp = {Sat, 01 Dec 2018 14:28:31 +0100},
biburl = {https://dblp.org/rec/conf/siggrapha/HarveyP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09202,
author = {Joel Ruben Antony Moniz and
Christopher Beckham and
Simon Rajotte and
Sina Honari and
Christopher J. Pal},
title = {Unsupervised Depth Estimation, 3D Face Rotation and Replacement},
journal = {CoRR},
volume = {abs/1803.09202},
year = {2018},
url = {http://arxiv.org/abs/1803.09202},
eprinttype = {arXiv},
eprint = {1803.09202},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09202.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-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-1806-08317,
author = {Negar Rostamzadeh and
Seyedarian Hosseini and
Thomas Boquet and
Wojciech Stokowiec and
Ying Zhang and
Christian Jauvin and
Chris Pal},
title = {Fashion-Gen: The Generative Fashion Dataset and Challenge},
journal = {CoRR},
volume = {abs/1806.08317},
year = {2018},
url = {http://arxiv.org/abs/1806.08317},
eprinttype = {arXiv},
eprint = {1806.08317},
timestamp = {Tue, 07 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08317.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-1810-02363,
author = {F{\'{e}}lix G. Harvey and
Christopher J. Pal},
title = {Recurrent Transition Networks for Character Locomotion},
journal = {CoRR},
volume = {abs/1810.02363},
year = {2018},
url = {http://arxiv.org/abs/1810.02363},
eprinttype = {arXiv},
eprint = {1810.02363},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10120,
author = {Martin Weiss and
Margaux Luck and
Roger Girgis and
Chris Pal and
Joseph Paul Cohen},
title = {A Survey of Mobile Computing for the Visually Impaired},
journal = {CoRR},
volume = {abs/1811.10120},
year = {2018},
url = {http://arxiv.org/abs/1811.10120},
eprinttype = {arXiv},
eprint = {1811.10120},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07617,
author = {Raymond Li and
Samira Ebrahimi Kahou and
Hannes Schulz and
Vincent Michalski and
Laurent Charlin and
Chris Pal},
title = {Towards Deep Conversational Recommendations},
journal = {CoRR},
volume = {abs/1812.07617},
year = {2018},
url = {http://arxiv.org/abs/1812.07617},
eprinttype = {arXiv},
eprint = {1812.07617},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/RohrbachTRTPLCS17,
author = {Anna Rohrbach and
Atousa Torabi and
Marcus Rohrbach and
Niket Tandon and
Christopher Joseph Pal and
Hugo Larochelle and
Aaron C. Courville and
Bernt Schiele},
title = {Movie Description},
journal = {Int. J. Comput. Vis.},
volume = {123},
number = {1},
pages = {94--120},
year = {2017},
url = {https://doi.org/10.1007/s11263-016-0987-1},
doi = {10.1007/S11263-016-0987-1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcv/RohrbachTRTPLCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/VorontsovTRPK17,
author = {Eugene Vorontsov and
An Tang and
David Roy and
Christopher J. Pal and
Samuel Kadoury},
title = {Metastatic liver tumour segmentation with a neural network-guided
3D deformable model},
journal = {Medical Biol. Eng. Comput.},
volume = {55},
number = {1},
pages = {127--139},
year = {2017},
url = {https://doi.org/10.1007/s11517-016-1495-8},
doi = {10.1007/S11517-016-1495-8},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/VorontsovTRPK17.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/ml/IbrahimPP17,
author = {Mohamed Hamza Ibrahim and
Christopher Joseph Pal and
Gilles Pesant},
title = {Improving probabilistic inference in graphical models with determinism
and cycles},
journal = {Mach. Learn.},
volume = {106},
number = {1},
pages = {1--54},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5585-5},
doi = {10.1007/S10994-016-5585-5},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/IbrahimPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KahouMMPV17,
author = {Samira Ebrahimi Kahou and
Vincent Michalski and
Roland Memisevic and
Christopher Joseph Pal and
Pascal Vincent},
title = {{RATM:} Recurrent Attentive Tracking Model},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {1613--1622},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.206},
doi = {10.1109/CVPRW.2017.206},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KahouMMPV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MaharajBRCP17,
author = {Tegan Maharaj and
Nicolas Ballas and
Anna Rohrbach and
Aaron C. Courville and
Christopher Joseph Pal},
title = {A Dataset and Exploration of Models for Understanding Video Data through
Fill-in-the-Blank Question-Answering},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {7359--7368},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.778},
doi = {10.1109/CVPR.2017.778},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/MaharajBRCP17.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/icml/BeckhamP17,
author = {Christopher Beckham and
Christopher J. Pal},
editor = {Doina Precup and
Yee Whye Teh},
title = {Unimodal Probability Distributions for Deep Ordinal Classification},
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 = {411--419},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/beckham17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeckhamP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VorontsovTKP17,
author = {Eugene Vorontsov and
Chiheb Trabelsi and
Samuel Kadoury and
Chris Pal},
editor = {Doina Precup and
Yee Whye Teh},
title = {On orthogonality and learning recurrent networks with long term dependencies},
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 = {3570--3578},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/vorontsov17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VorontsovTKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RacahBMKPP17,
author = {Evan Racah and
Christopher Beckham and
Tegan Maharaj and
Samira Ebrahimi Kahou and
Prabhat and
Chris Pal},
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 = {ExtremeWeather: {A} large-scale climate dataset for semi-supervised
detection, localization, and understanding of extreme weather events},
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 = {3402--3413},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/519c84155964659375821f7ca576f095-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/RacahBMKPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/SubramanianRDPC17,
author = {Sandeep Subramanian and
Sai Rajeswar and
Francis Dutil and
Chris Pal and
Aaron C. Courville},
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 = {Adversarial Generation of Natural Language},
booktitle = {Proceedings of the 2nd Workshop on Representation Learning for NLP,
Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017},
pages = {241--251},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-2629},
doi = {10.18653/V1/W17-2629},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/SubramanianRDPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VorontsovTKP17,
author = {Eugene Vorontsov and
Chiheb Trabelsi and
Samuel Kadoury and
Chris Pal},
title = {On orthogonality and learning recurrent networks with long term dependencies},
journal = {CoRR},
volume = {abs/1702.00071},
year = {2017},
url = {http://arxiv.org/abs/1702.00071},
eprinttype = {arXiv},
eprint = {1702.00071},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VorontsovTKP17.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/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/RajeswarSDPC17,
author = {Sai Rajeswar and
Sandeep Subramanian and
Francis Dutil and
Christopher Joseph Pal and
Aaron C. Courville},
title = {Adversarial Generation of Natural Language},
journal = {CoRR},
volume = {abs/1705.10929},
year = {2017},
url = {http://arxiv.org/abs/1705.10929},
eprinttype = {arXiv},
eprint = {1705.10929},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RajeswarSDPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeckhamP17,
author = {Christopher Beckham and
Christopher Joseph Pal},
title = {A step towards procedural terrain generation with GANs},
journal = {CoRR},
volume = {abs/1707.03383},
year = {2017},
url = {http://arxiv.org/abs/1707.03383},
eprinttype = {arXiv},
eprint = {1707.03383},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BeckhamP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VorontsovCTPK17,
author = {Eugene Vorontsov and
Gabriel Chartrand and
An Tang and
Chris Pal and
Samuel Kadoury},
title = {Liver lesion segmentation informed by joint liver segmentation},
journal = {CoRR},
volume = {abs/1707.07734},
year = {2017},
url = {http://arxiv.org/abs/1707.07734},
eprinttype = {arXiv},
eprint = {1707.07734},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VorontsovCTPK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShenTPC17,
author = {Yikang Shen and
Shawn Tan and
Christopher Joseph Pal and
Aaron C. Courville},
title = {Self-organized Hierarchical Softmax},
journal = {CoRR},
volume = {abs/1707.08588},
year = {2017},
url = {http://arxiv.org/abs/1707.08588},
eprinttype = {arXiv},
eprint = {1707.08588},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShenTPC17.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-1709-01591,
author = {Sina Honari and
Pavlo Molchanov and
Stephen Tyree and
Pascal Vincent and
Christopher Joseph Pal and
Jan Kautz},
title = {Improving Landmark Localization with Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/1709.01591},
year = {2017},
url = {http://arxiv.org/abs/1709.01591},
eprinttype = {arXiv},
eprint = {1709.01591},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01591.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-1711-04755,
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/ivc/BholeP16,
author = {Chetan Bhole and
Christopher Joseph Pal},
title = {Fully automatic person segmentation in unconstrained video using spatio-temporal
conditional random fields},
journal = {Image Vis. Comput.},
volume = {51},
pages = {58--68},
year = {2016},
url = {https://doi.org/10.1016/j.imavis.2016.04.007},
doi = {10.1016/J.IMAVIS.2016.04.007},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/BholeP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/RimHHP16,
author = {David Rim and
Sina Honari and
Md. Kamrul Hasan and
Christopher J. Pal},
title = {Improving facial analysis and performance driven animation through
disentangling identity and expression},
journal = {Image Vis. Comput.},
volume = {52},
pages = {125--140},
year = {2016},
url = {https://doi.org/10.1016/j.imavis.2016.04.017},
doi = {10.1016/J.IMAVIS.2016.04.017},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivc/RimHHP16.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}
}
@inproceedings{DBLP:conf/cvpr/HonariYVP16,
author = {Sina Honari and
Jason Yosinski and
Pascal Vincent and
Christopher J. Pal},
title = {Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {5743--5752},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.619},
doi = {10.1109/CVPR.2016.619},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HonariYVP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DrozdzalVCKP16,
author = {Michal Drozdzal and
Eugene Vorontsov and
Gabriel Chartrand and
Samuel Kadoury and
Chris Pal},
editor = {Gustavo Carneiro and
Diana Mateus and
Lo{\"{\i}}c Peter and
Andrew P. Bradley and
Jo{\~{a}}o Manuel R. S. Tavares and
Vasileios Belagiannis and
Jo{\~{a}}o Paulo Papa and
Jacinto C. Nascimento and
Marco Loog and
Zhi Lu and
Jaime S. Cardoso and
Julien Cornebise},
title = {The Importance of Skip Connections in Biomedical Image Segmentation},
booktitle = {Deep Learning and Data Labeling for Medical Applications - First International
Workshop, {LABELS} 2016, and Second International Workshop, {DLMIA}
2016, Held in Conjunction with {MICCAI} 2016, Athens, Greece, October
21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10008},
pages = {179--187},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46976-8\_19},
doi = {10.1007/978-3-319-46976-8\_19},
timestamp = {Tue, 18 Apr 2023 21:52:48 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DrozdzalVCKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/BallasYPC15,
author = {Nicolas Ballas and
Li Yao and
Chris Pal and
Aaron C. Courville},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Delving Deeper into Convolutional Networks for Learning Video Representations},
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/1511.06432},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BallasYPC15.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/RohrbachTRTPLCS16,
author = {Anna Rohrbach and
Atousa Torabi and
Marcus Rohrbach and
Niket Tandon and
Christopher J. Pal and
Hugo Larochelle and
Aaron C. Courville and
Bernt Schiele},
title = {Movie Description},
journal = {CoRR},
volume = {abs/1605.03705},
year = {2016},
url = {http://arxiv.org/abs/1605.03705},
eprinttype = {arXiv},
eprint = {1605.03705},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RohrbachTRTPLCS16.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/MonizP16,
author = {Joel Moniz and
Christopher J. Pal},
title = {Convolutional Residual Memory Networks},
journal = {CoRR},
volume = {abs/1606.05262},
year = {2016},
url = {http://arxiv.org/abs/1606.05262},
eprinttype = {arXiv},
eprint = {1606.05262},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MonizP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DrozdzalVCKP16,
author = {Michal Drozdzal and
Eugene Vorontsov and
Gabriel Chartrand and
Samuel Kadoury and
Chris Pal},
title = {The Importance of Skip Connections in Biomedical Image Segmentation},
journal = {CoRR},
volume = {abs/1608.04117},
year = {2016},
url = {http://arxiv.org/abs/1608.04117},
eprinttype = {arXiv},
eprint = {1608.04117},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DrozdzalVCKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaharajBCP16,
author = {Tegan Maharaj and
Nicolas Ballas and
Aaron C. Courville and
Christopher Joseph Pal},
title = {A dataset and exploration of models for understanding video data through
fill-in-the-blank question-answering},
journal = {CoRR},
volume = {abs/1611.07810},
year = {2016},
url = {http://arxiv.org/abs/1611.07810},
eprinttype = {arXiv},
eprint = {1611.07810},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaharajBCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeckhamP16,
author = {Christopher Beckham and
Christopher J. Pal},
title = {A simple squared-error reformulation for ordinal classification},
journal = {CoRR},
volume = {abs/1612.00775},
year = {2016},
url = {http://arxiv.org/abs/1612.00775},
eprinttype = {arXiv},
eprint = {1612.00775},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BeckhamP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RacahBMPP16,
author = {Evan Racah and
Christopher Beckham and
Tegan Maharaj and
Prabhat and
Christopher J. Pal},
title = {Semi-Supervised Detection of Extreme Weather Events in Large Climate
Datasets},
journal = {CoRR},
volume = {abs/1612.02095},
year = {2016},
url = {http://arxiv.org/abs/1612.02095},
eprinttype = {arXiv},
eprint = {1612.02095},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RacahBMPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/RimHPP15,
author = {David Rim and
Md. Kamrul Hasan and
Fannie Puech and
Christopher J. Pal},
title = {Learning from weakly labeled faces and video in the wild},
journal = {Pattern Recognit.},
volume = {48},
number = {3},
pages = {759--771},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2014.09.016},
doi = {10.1016/J.PATCOG.2014.09.016},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/RimHPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/IbrahimPP15,
author = {Mohamed Hamza Ibrahim and
Christopher J. Pal and
Gilles Pesant},
editor = {Blai Bonet and
Sven Koenig},
title = {Exploiting Determinism to Scale Relational Inference},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1756--1762},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9478},
doi = {10.1609/AAAI.V29I1.9478},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/IbrahimPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YaoTCBPLC15,
author = {Li Yao and
Atousa Torabi and
Kyunghyun Cho and
Nicolas Ballas and
Christopher J. Pal and
Hugo Larochelle and
Aaron C. Courville},
title = {Describing Videos by Exploiting Temporal Structure},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {4507--4515},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.512},
doi = {10.1109/ICCV.2015.512},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/YaoTCBPLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/KahouMKMP15,
author = {Samira Ebrahimi Kahou and
Vincent Michalski and
Kishore Reddy Konda and
Roland Memisevic and
Christopher Joseph Pal},
editor = {Zhengyou Zhang and
Phil Cohen and
Dan Bohus and
Radu Horaud and
Helen Meng},
title = {Recurrent Neural Networks for Emotion Recognition in Video},
booktitle = {Proceedings of the 2015 {ACM} on International Conference on Multimodal
Interaction, Seattle, WA, USA, November 09 - 13, 2015},
pages = {467--474},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2818346.2830596},
doi = {10.1145/2818346.2830596},
timestamp = {Tue, 25 May 2021 15:13:19 +0200},
biburl = {https://dblp.org/rec/conf/icmi/KahouMKMP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HavaeiDPLJ15,
author = {Mohammad Havaei and
Francis Dutil and
Chris Pal and
Hugo Larochelle and
Pierre{-}Marc Jodoin},
editor = {Alessandro Crimi and
Bjoern H. Menze and
Oskar Maier and
Mauricio Reyes and
Heinz Handels},
title = {A Convolutional Neural Network Approach to Brain Tumor Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - First International Workshop, Brainles 2015, Held in Conjunction
with {MICCAI} 2015, Munich, Germany, October 5, 2015, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {9556},
pages = {195--208},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-30858-6\_17},
doi = {10.1007/978-3-319-30858-6\_17},
timestamp = {Sun, 02 Oct 2022 16:11:47 +0200},
biburl = {https://dblp.org/rec/conf/miccai/HavaeiDPLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YaoTCBPLC15,
author = {Li Yao and
Atousa Torabi and
Kyunghyun Cho and
Nicolas Ballas and
Christopher Joseph Pal and
Hugo Larochelle and
Aaron C. Courville},
title = {Video Description Generation Incorporating Spatio-Temporal Features
and a Soft-Attention Mechanism},
journal = {CoRR},
volume = {abs/1502.08029},
year = {2015},
url = {http://arxiv.org/abs/1502.08029},
eprinttype = {arXiv},
eprint = {1502.08029},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YaoTCBPLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TorabiPLC15,
author = {Atousa Torabi and
Christopher J. Pal and
Hugo Larochelle and
Aaron C. Courville},
title = {Using Descriptive Video Services to Create a Large Data Source for
Video Annotation Research},
journal = {CoRR},
volume = {abs/1503.01070},
year = {2015},
url = {http://arxiv.org/abs/1503.01070},
eprinttype = {arXiv},
eprint = {1503.01070},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TorabiPLC15.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/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/HasanP15,
author = {Md. Kamrul Hasan and
Christopher J. Pal},
title = {A New Smooth Approximation to the Zero One Loss with a Probabilistic
Interpretation},
journal = {CoRR},
volume = {abs/1511.05643},
year = {2015},
url = {http://arxiv.org/abs/1511.05643},
eprinttype = {arXiv},
eprint = {1511.05643},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HasanP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HarveyP15,
author = {F{\'{e}}lix G. Harvey and
Christopher J. Pal},
title = {Semi-supervised Learning with Encoder-Decoder Recurrent Neural Networks:
Experiments with Motion Capture Sequences},
journal = {CoRR},
volume = {abs/1511.06653},
year = {2015},
url = {http://arxiv.org/abs/1511.06653},
eprinttype = {arXiv},
eprint = {1511.06653},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HarveyP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HonariYVP15,
author = {Sina Honari and
Jason Yosinski and
Pascal Vincent and
Christopher J. Pal},
title = {Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation},
journal = {CoRR},
volume = {abs/1511.07356},
year = {2015},
url = {http://arxiv.org/abs/1511.07356},
eprinttype = {arXiv},
eprint = {1511.07356},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HonariYVP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RimHHP15,
author = {David Rim and
Sina Honari and
Md. Kamrul Hasan and
Chris Pal},
title = {Improving Facial Analysis and Performance Driven Animation through
Disentangling Identity and Expression},
journal = {CoRR},
volume = {abs/1512.08212},
year = {2015},
url = {http://arxiv.org/abs/1512.08212},
eprinttype = {arXiv},
eprint = {1512.08212},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RimHHP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/BholePRW14,
author = {Chetan Bhole and
Christopher J. Pal and
David Rim and
Axel Wism{\"{u}}ller},
title = {3D segmentation of abdominal {CT} imagery with graphical models, conditional
random fields and learning},
journal = {Mach. Vis. Appl.},
volume = {25},
number = {2},
pages = {301--325},
year = {2014},
url = {https://doi.org/10.1007/s00138-013-0497-x},
doi = {10.1007/S00138-013-0497-X},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/BholePRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HasanP14,
author = {Md. Kamrul Hasan and
Christopher Joseph Pal},
editor = {Carla E. Brodley and
Peter Stone},
title = {Experiments on Visual Information Extraction with the Faces of Wikipedia},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {51--58},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8732},
doi = {10.1609/AAAI.V28I1.8732},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HasanP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KahouFP14,
author = {Samira Ebrahimi Kahou and
Pierre Froumenty and
Christopher J. Pal},
editor = {Lourdes Agapito and
Michael M. Bronstein and
Carsten Rother},
title = {Facial Expression Analysis Based on High Dimensional Binary Features},
booktitle = {Computer Vision - {ECCV} 2014 Workshops - Zurich, Switzerland, September
6-7 and 12, 2014, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8926},
pages = {135--147},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-16181-5\_10},
doi = {10.1007/978-3-319-16181-5\_10},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KahouFP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/HasanPM13,
author = {Md. Kamrul Hasan and
Christopher J. Pal and
Sharon Moalem},
title = {Localizing Facial Keypoints with Global Descriptor Search, Neighbour
Alignment and Locally Linear Models},
booktitle = {2013 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2013, Sydney, Australia, December 1-8, 2013},
pages = {362--369},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCVW.2013.55},
doi = {10.1109/ICCVW.2013.55},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/HasanPM13.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}
}
@article{DBLP:journals/ijcv/PalWTS12,
author = {Christopher J. Pal and
Jerod J. Weinman and
Lam C. Tran and
Daniel Scharstein},
title = {On Learning Conditional Random Fields for Stereo - Exploring Model
Structures and Approximate Inference},
journal = {Int. J. Comput. Vis.},
volume = {99},
number = {3},
pages = {319--337},
year = {2012},
url = {https://doi.org/10.1007/s11263-010-0385-z},
doi = {10.1007/S11263-010-0385-Z},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/PalWTS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BholeP12,
author = {Chetan Bhole and
Christopher J. Pal},
title = {Automated person segmentation in videos},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {3672--3675},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460961/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/BholeP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WeiP11,
author = {Bin Wei and
Christopher J. Pal},
editor = {Wolfram Burgard and
Dan Roth},
title = {Heterogeneous Transfer Learning with RBMs},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {531--536},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7925},
doi = {10.1609/AAAI.V25I1.7925},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WeiP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/RimHP11,
author = {David Rim and
Kamrul Hassan and
Christopher J. Pal},
editor = {Jesse Hoey and
Stephen J. McKenna and
Emanuele Trucco},
title = {Semi Supervised Learning for Wild Faces and Video},
booktitle = {British Machine Vision Conference, {BMVC} 2011, Dundee, UK, August
29 - September 2, 2011. Proceedings},
pages = {1--12},
publisher = {{BMVA} Press},
year = {2011},
url = {https://doi.org/10.5244/C.25.3},
doi = {10.5244/C.25.3},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/RimHP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TranKJPN11,
author = {Lam C. Tran and
Ramsin Khoshabeh and
Ankit K. Jain and
Christopher J. Pal and
Truong Q. Nguyen},
title = {Spatially consistent view synthesis with coordinate alignment},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {905--908},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946551},
doi = {10.1109/ICASSP.2011.5946551},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TranKJPN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BholeMP11,
author = {Chetan Bhole and
Nicholas Morsillo and
Christopher J. Pal},
editor = {Kenji Suzuki and
Fei Wang and
Dinggang Shen and
Pingkun Yan},
title = {3D Segmentation in {CT} Imagery with Conditional Random Fields and
Histograms of Oriented Gradients},
booktitle = {Machine Learning in Medical Imaging - Second International Workshop,
{MLMI} 2011, Held in Conjunction with {MICCAI} 2011, Toronto, Canada,
September 18, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7009},
pages = {326--334},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24319-6\_40},
doi = {10.1007/978-3-642-24319-6\_40},
timestamp = {Sat, 05 Sep 2020 18:06:04 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BholeMP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rose/HasanP11,
author = {Md. Kamrul Hasan and
Christopher J. Pal},
title = {Improving alignment of faces for recognition},
booktitle = {2011 {IEEE} International Symposium on Robotic and Sensors Environments,
{ROSE} 2012, Montr{\'{e}}al, Canada, September 17-18, 2011},
pages = {249--254},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ROSE.2011.6058545},
doi = {10.1109/ROSE.2011.6058545},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rose/HasanP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WeiP10,
author = {Bin Wei and
Christopher J. Pal},
title = {Cross Lingual Adaptation: An Experiment on Sentiment Classifications},
booktitle = {{ACL} 2010, Proceedings of the 48th Annual Meeting of the Association
for Computational Linguistics, July 11-16, 2010, Uppsala, Sweden,
Short Papers},
pages = {258--262},
publisher = {The Association for Computer Linguistics},
year = {2010},
url = {https://aclanthology.org/P10-2048/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WeiP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TranPN10,
author = {Lam C. Tran and
Christopher J. Pal and
Truong Q. Nguyen},
title = {View synthesis based on Conditional Random Fields and graph cuts},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {433--436},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5649014},
doi = {10.1109/ICIP.2010.5649014},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/TranPN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/MorsilloMP10,
author = {Nicholas Morsillo and
Gideon S. Mann and
Christopher J. Pal},
editor = {Dan Schonfeld and
Caifeng Shan and
Dacheng Tao and
Liang Wang},
title = {YouTube Scale, Large Vocabulary Video Annotation},
booktitle = {Video Search and Mining},
series = {Studies in Computational Intelligence},
volume = {287},
pages = {357--386},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12900-1\_14},
doi = {10.1007/978-3-642-12900-1\_14},
timestamp = {Tue, 16 May 2017 14:24:35 +0200},
biburl = {https://dblp.org/rec/series/sci/MorsilloMP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/MessingP09,
author = {Ross Messing and
Christopher J. Pal},
title = {Behavior Recognition in Video with Extended Models of Feature Velocity
Dynamics},
booktitle = {Human Behavior Modeling, Papers from the 2009 {AAAI} Spring Symposium,
Technical Report SS-09-04, Stanford, California, USA, March 23-25,
2009},
pages = {56--61},
publisher = {{AAAI}},
year = {2009},
url = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-04-010.php},
timestamp = {Thu, 31 May 2012 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaaiss/MessingP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/MessingPK09,
author = {Ross Messing and
Christopher J. Pal and
Henry A. Kautz},
title = {Activity recognition using the velocity histories of tracked keypoints},
booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009,
Kyoto, Japan, September 27 - October 4, 2009},
pages = {104--111},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCV.2009.5459154},
doi = {10.1109/ICCV.2009.5459154},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/MessingPK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MorsilloPN09,
author = {Nicholas Morsillo and
Christopher J. Pal and
Randal Nelson},
editor = {Craig Boutilier},
title = {Semi-Supervised Learning of Visual Classifiers from Web Images and
Text},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1169--1174},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/197.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MorsilloPN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/WeinmanTP08,
author = {Jerod J. Weinman and
Lam C. Tran and
Christopher J. Pal},
editor = {David A. Forsyth and
Philip H. S. Torr and
Andrew Zisserman},
title = {Efficiently Learning Random Fields for Stereo Vision with Sparse Message
Passing},
booktitle = {Computer Vision - {ECCV} 2008, 10th European Conference on Computer
Vision, Marseille, France, October 12-18, 2008, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {5302},
pages = {617--630},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88682-2\_47},
doi = {10.1007/978-3-540-88682-2\_47},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/WeinmanTP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/JagalurPLZK07,
author = {Manjunatha Jagalur and
Chris Pal and
Erik G. Learned{-}Miller and
R. Thomas Zoeller and
David Kulp},
title = {Analyzing \emph{in situ} gene expression in the mouse brain with image
registration, feature extraction and block clustering},
journal = {{BMC} Bioinform.},
volume = {8},
number = {{S-10}},
year = {2007},
url = {https://doi.org/10.1186/1471-2105-8-S10-S5},
doi = {10.1186/1471-2105-8-S10-S5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/JagalurPLZK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ScharsteinP07,
author = {Daniel Scharstein and
Chris Pal},
title = {Learning Conditional Random Fields for Stereo},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383191},
doi = {10.1109/CVPR.2007.383191},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ScharsteinP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KananiMP07,
author = {Pallika H. Kanani and
Andrew McCallum and
Chris Pal},
editor = {Manuela M. Veloso},
title = {Improving Author Coreference by Resource-Bounded Information Gathering
from the Web},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {429--434},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/067.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KananiMP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DruckPMZ07,
author = {Gregory Druck and
Chris Pal and
Andrew McCallum and
Xiaojin Zhu},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Semi-supervised classification with hybrid generative/discriminative
methods},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {280--289},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281225},
doi = {10.1145/1281192.1281225},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DruckPMZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangPM07,
author = {Xuerui Wang and
Chris Pal and
Andrew McCallum},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Generalized component analysis for text with heterogeneous attributes},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {794--803},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281277},
doi = {10.1145/1281192.1281277},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangPM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ajis/BaudischTSRUPS06,
author = {Patrick Baudisch and
Desney S. Tan and
Drew Steedly and
Eric Rudolph and
Matthew Uyttendaele and
Chris Pal and
Richard Szeliski},
title = {An Exploration of User Interface Designs for Real-Time Panoramic},
journal = {Australas. J. Inf. Syst.},
volume = {13},
number = {2},
year = {2006},
url = {http://journal.acs.org.au/index.php/ajis/article/view/48},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ajis/BaudischTSRUPS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/McCallumPDW06,
author = {Andrew McCallum and
Chris Pal and
Gregory Druck and
Xuerui Wang},
title = {Multi-Conditional Learning: Generative/Discriminative Training for
Clustering and Classification},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {433--439},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-069.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/McCallumPDW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ceas/Pal06,
author = {Chris Pal},
title = {{CC} Prediction with Graphical Models},
booktitle = {{CEAS} 2006 - The Third Conference on Email and Anti-Spam, July 27-28,
2006, Mountain View, California, {USA}},
year = {2006},
url = {http://www.ceas.cc/2006/listabs.html\#10.pdf},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ceas/Pal06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PalSM06,
author = {Chris Pal and
Charles Sutton and
Andrew McCallum},
title = {Sparse Forward-Backward Using Minimum Divergence Beams for Fast Training
Of Conditional Random Fields},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {581--584},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1661342},
doi = {10.1109/ICASSP.2006.1661342},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PalSM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KelmPM06,
author = {B. Michael Kelm and
Chris Pal and
Andrew McCallum},
title = {Combining Generative and Discriminative Methods for Pixel Classification
with Multi-Conditional Learning},
booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006),
20-24 August 2006, Hong Kong, China},
pages = {828--832},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPR.2006.384},
doi = {10.1109/ICPR.2006.384},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KelmPM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/AgarwalaZPACCSS05,
author = {Aseem Agarwala and
Ke Colin Zheng and
Chris Pal and
Maneesh Agrawala and
Michael F. Cohen and
Brian Curless and
David Salesin and
Richard Szeliski},
title = {Panoramic video textures},
journal = {{ACM} Trans. Graph.},
volume = {24},
number = {3},
pages = {821--827},
year = {2005},
url = {https://doi.org/10.1145/1073204.1073268},
doi = {10.1145/1073204.1073268},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/AgarwalaZPACCSS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PalJ05,
author = {Chris Pal and
Nebojsa Jojic},
title = {Interactive Montages of Sprites for Indexing and Summarizing Security
Video},
booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}},
pages = {1192},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CVPR.2005.192},
doi = {10.1109/CVPR.2005.192},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/PalJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/SteedlyPS05,
author = {Drew Steedly and
Chris Pal and
Richard Szeliski},
title = {Efficiently Registering Video into Panoramic Mosaics},
booktitle = {10th {IEEE} International Conference on Computer Vision {(ICCV} 2005),
17-20 October 2005, Beijing, China},
pages = {1300--1307},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICCV.2005.86},
doi = {10.1109/ICCV.2005.86},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/SteedlyPS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ozchi/BaudischTSRUPS05,
author = {Patrick Baudisch and
Desney S. Tan and
Drew Steedly and
Eric Rudolph and
Matthew Uyttendaele and
Chris Pal and
Richard Szeliski},
editor = {Ash Donaldson},
title = {Panoramic viewfinder: providing a real-time preview to help users
avoid flaws in panoramic pictures},
booktitle = {Proceedings of the 2005 Australasian Computer-Human Interaction Conference,
{OZCHI} 2005, Canberra, Australia, November 21-25, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {122},
publisher = {{ACM}},
year = {2005},
url = {https://dl.acm.org/citation.cfm?id=1108412},
timestamp = {Tue, 27 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ozchi/BaudischTSRUPS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PalSUJ04,
author = {Chris Pal and
Richard Szeliski and
Matthew Uyttendaele and
Nebojsa Jojic},
title = {Probability Models for High Dynamic Range Imaging},
booktitle = {2004 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2004), with CD-ROM, 27 June - 2 July 2004, Washington,
DC, {USA}},
pages = {173--180},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.ieeecomputersociety.org/10.1109/CVPR.2004.192},
doi = {10.1109/CVPR.2004.192},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/PalSUJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/PalFJ02,
author = {Chris Pal and
Brendan J. Frey and
Nebojsa Jojic},
editor = {Anders Heyden and
Gunnar Sparr and
Mads Nielsen and
Peter Johansen},
title = {Learning Montages of Transformed Latent Images as Representations
of Objects That Change in Appearance},
booktitle = {Computer Vision - {ECCV} 2002, 7th European Conference on Computer
Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {2353},
pages = {715--731},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-47979-1\_48},
doi = {10.1007/3-540-47979-1\_48},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/PalFJ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PalFK02,
author = {Chris Pal and
Brendan J. Frey and
Trausti T. Kristjansson},
title = {Noise robust speech recognition using Gaussian basis functions for
non-linear likelihood function approximation},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
{USA}},
pages = {405--408},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICASSP.2002.5743740},
doi = {10.1109/ICASSP.2002.5743740},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PalFK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isess/DornerP99,
author = {Sarah Dorner and
Christopher J. Pal},
editor = {Ralf Denzer and
David A. Swayne and
Martin K. Purvis and
Gerald Schimak},
title = {Case Libraries and Information Theoretic Case Matching for Soil and
Water Resources Management},
booktitle = {Environmental Software Systems: Environmental Information and Decision
Support, {IFIP} {TC5} {WG5.11} 3rd International Symposium on Environmental
Software Systems (ISESS'99), August 30 - September 2, 1999, Dunedin,
New Zealand},
series = {{IFIP} Conference Proceedings},
volume = {167},
pages = {42--48},
publisher = {Kluwer},
year = {1999},
timestamp = {Mon, 15 Jun 2015 17:05:23 +0200},
biburl = {https://dblp.org/rec/conf/isess/DornerP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cascon/Pal98,
author = {Chris Pal},
editor = {Stephen A. MacKay and
J. Howard Johnson},
title = {A technique for illustrating dynamic component level interactions
within a software architecture},
booktitle = {Proceedings of the 1998 conference of the Centre for Advanced Studies
on Collaborative Research, November 30 - December 3, 1998, Toronto,
Ontario, Canada},
pages = {18},
publisher = {{IBM}},
year = {1998},
url = {https://dl.acm.org/citation.cfm?id=783178},
timestamp = {Fri, 30 Nov 2018 02:24:54 +0100},
biburl = {https://dblp.org/rec/conf/cascon/Pal98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/MacKenzieSP97,
author = {I. Scott MacKenzie and
R. William Soukoreff and
Chris Pal},
editor = {Alan Edwards and
Steven Pemberton},
title = {A Two-Ball Mouse Affords Three Degrees of Freedom},
booktitle = {Human Factors in Computing Systems, {CHI} '97: Looking to the Future,
Extended Abstracts, Atlanta, Georgia, USA, March 22-27, 1997},
pages = {303--304},
publisher = {{ACM}},
year = {1997},
url = {https://doi.org/10.1145/1120212.1120405},
doi = {10.1145/1120212.1120405},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/MacKenzieSP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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