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ORCIDBibTeX records: Aaron C. Courville
@article{DBLP:journals/corr/abs-2402-06457,
author = {Arian Hosseini and
Xingdi Yuan and
Nikolay Malkin and
Aaron C. Courville and
Alessandro Sordoni and
Rishabh Agarwal},
title = {V-STaR: Training Verifiers for Self-Taught Reasoners},
journal = {CoRR},
volume = {abs/2402.06457},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06457},
doi = {10.48550/ARXIV.2402.06457},
eprinttype = {arXiv},
eprint = {2402.06457},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12479,
author = {Johan S. Obando{-}Ceron and
Aaron C. Courville and
Pablo Samuel Castro},
title = {In deep reinforcement learning, a pruned network is a good network},
journal = {CoRR},
volume = {abs/2402.12479},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12479},
doi = {10.48550/ARXIV.2402.12479},
eprinttype = {arXiv},
eprint = {2402.12479},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08245,
author = {Shawn Tan and
Yikang Shen and
Rameswar Panda and
Aaron C. Courville},
title = {Scattered Mixture-of-Experts Implementation},
journal = {CoRR},
volume = {abs/2403.08245},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08245},
doi = {10.48550/ARXIV.2403.08245},
eprinttype = {arXiv},
eprint = {2403.08245},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TanSCCG23,
author = {Shawn Tan and
Yikang Shen and
Zhenfang Chen and
Aaron C. Courville and
Chuang Gan},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Sparse Universal Transformer},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {169--179},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.12},
doi = {10.18653/V1/2023.EMNLP-MAIN.12},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/TanSCCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evomusart/KastnerCWC23,
author = {Kyle Kastner and
Tim Cooijmans and
Yusong Wu and
Aaron C. Courville},
editor = {Colin G. Johnson and
Nereida Rodr{\'{\i}}guez{-}Fern{\'{a}}ndez and
S{\'{e}}rgio M. Rebelo},
title = {{SUNMASK:} Mask Enhanced Control in Step Unrolled Denoising Autoencoders},
booktitle = {Artificial Intelligence in Music, Sound, Art and Design - 12th International
Conference, EvoMUSART 2023, Held as Part of EvoStar 2023, Brno, Czech
Republic, April 12-14, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13988},
pages = {148--163},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-29956-8\_10},
doi = {10.1007/978-3-031-29956-8\_10},
timestamp = {Sat, 27 May 2023 15:23:45 +0200},
biburl = {https://dblp.org/rec/conf/evomusart/KastnerCWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DOroSNBBC23,
author = {Pierluca D'Oro and
Max Schwarzer and
Evgenii Nikishin and
Pierre{-}Luc Bacon and
Marc G. Bellemare and
Aaron C. Courville},
title = {Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio
Barrier},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=OpC-9aBBVJe},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DOroSNBBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LavoieTSVNKC23,
author = {Samuel Lavoie and
Christos Tsirigotis and
Max Schwarzer and
Ankit Vani and
Michael Noukhovitch and
Kenji Kawaguchi and
Aaron C. Courville},
title = {Simplicial Embeddings in Self-Supervised Learning and Downstream Classification},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=RWtGreRpovS},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LavoieTSVNKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PanZCHB23,
author = {Ling Pan and
Dinghuai Zhang and
Aaron C. Courville and
Longbo Huang and
Yoshua Bengio},
title = {Generative Augmented Flow Networks},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=urF\_CBK5XC0},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PanZCHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TaigaAFCB23,
author = {Adrien Ali Ta{\"{\i}}ga and
Rishabh Agarwal and
Jesse Farebrother and
Aaron C. Courville and
Marc G. Bellemare},
title = {Investigating Multi-task Pretraining and Generalization in Reinforcement
Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=sSt9fROSZRO},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TaigaAFCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangCBZ0C23,
author = {Dinghuai Zhang and
Aaron C. Courville and
Yoshua Bengio and
Qinqing Zheng and
Amy Zhang and
Ricky T. Q. Chen},
title = {Latent State Marginalization as a Low-cost Approach for Improving
Exploration},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=b0UksKFcTOL},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangCBZ0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajeswarMVPDCL23,
author = {Sai Rajeswar and
Pietro Mazzaglia and
Tim Verbelen and
Alexandre Pich{\'{e}} and
Bart Dhoedt and
Aaron C. Courville and
Alexandre Lacoste},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {28598--28617},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/rajeswar23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/RajeswarMVPDCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchwarzerOCBAC23,
author = {Max Schwarzer and
Johan Samir Obando{-}Ceron and
Aaron C. Courville and
Marc G. Bellemare and
Rishabh Agarwal and
Pablo Samuel Castro},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Bigger, Better, Faster: Human-level Atari with human-level efficiency},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {30365--30380},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/schwarzer23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchwarzerOCBAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChengC23,
author = {Taoli Cheng and
Aaron C. Courville},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Versatile Energy-Based Probabilistic Models for High Energy Physics},
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/3d4c0a618d0acd7921493e4f30395c22-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChengC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuiCB23,
author = {David Yu{-}Tung Hui and
Aaron C. Courville and
Pierre{-}Luc Bacon},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Double Gumbel Q-Learning},
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/07956d40074d6523bad11112b3225c6e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuiCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NoukhovitchLSC23,
author = {Michael Noukhovitch and
Samuel Lavoie and
Florian Strub and
Aaron C. Courville},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Language Model Alignment with Elastic Reset},
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/0a980183c520446f6b8afb6fa2a2c70e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NoukhovitchLSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RenLGSC23,
author = {Yi Ren and
Samuel Lavoie and
Michael Galkin and
Danica J. Sutherland and
Aaron C. Courville},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Improving Compositional Generalization using Iterated Learning and
Simplicial Embeddings},
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/be7430d22a4dae8516894e32f2fcc6db-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RenLGSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TsirigotisMR0C23,
author = {Christos Tsirigotis and
Jo{\~{a}}o Monteiro and
Pau Rodr{\'{\i}}guez and
David V{\'{a}}zquez and
Aaron C. Courville},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Group Robust Classification Without Any Group Information},
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/b0d9ceb3d11d013e55da201d2a2c07b2-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TsirigotisMR0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangDMCBP23,
author = {Dinghuai Zhang and
Hanjun Dai and
Nikolay Malkin and
Aaron C. Courville and
Yoshua Bengio and
Ling Pan},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/27571b74d6cd650b8eb6cf1837953ae8-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangDMCBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00695,
author = {Taoli Cheng and
Aaron C. Courville},
title = {Versatile Energy-Based Models for High Energy Physics},
journal = {CoRR},
volume = {abs/2302.00695},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00695},
doi = {10.48550/ARXIV.2302.00695},
eprinttype = {arXiv},
eprint = {2302.00695},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05793,
author = {Dinghuai Zhang and
Ling Pan and
Ricky T. Q. Chen and
Aaron C. Courville and
Yoshua Bengio},
title = {Distributional GFlowNets with Quantile Flows},
journal = {CoRR},
volume = {abs/2302.05793},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05793},
doi = {10.48550/ARXIV.2302.05793},
eprinttype = {arXiv},
eprint = {2302.05793},
timestamp = {Sun, 19 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17010,
author = {Dinghuai Zhang and
Hanjun Dai and
Nikolay Malkin and
Aaron C. Courville and
Yoshua Bengio and
Ling Pan},
title = {Let the Flows Tell: Solving Graph Combinatorial Optimization Problems
with GFlowNets},
journal = {CoRR},
volume = {abs/2305.17010},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17010},
doi = {10.48550/ARXIV.2305.17010},
eprinttype = {arXiv},
eprint = {2305.17010},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19452,
author = {Max Schwarzer and
Johan S. Obando{-}Ceron and
Aaron C. Courville and
Marc G. Bellemare and
Rishabh Agarwal and
Pablo Samuel Castro},
title = {Bigger, Better, Faster: Human-level Atari with human-level efficiency},
journal = {CoRR},
volume = {abs/2305.19452},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19452},
doi = {10.48550/ARXIV.2305.19452},
eprinttype = {arXiv},
eprint = {2305.19452},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08863,
author = {Tim Cooijmans and
Milad Aghajohari and
Aaron C. Courville},
title = {Meta-Value Learning: a General Framework for Learning with Learning
Awareness},
journal = {CoRR},
volume = {abs/2307.08863},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08863},
doi = {10.48550/ARXIV.2307.08863},
eprinttype = {arXiv},
eprint = {2307.08863},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02679,
author = {Dinghuai Zhang and
Ricky Tian Qi Chen and
Cheng{-}Hao Liu and
Aaron C. Courville and
Yoshua Bengio},
title = {Diffusion Generative Flow Samplers: Improving learning signals through
partial trajectory optimization},
journal = {CoRR},
volume = {abs/2310.02679},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02679},
doi = {10.48550/ARXIV.2310.02679},
eprinttype = {arXiv},
eprint = {2310.02679},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07096,
author = {Shawn Tan and
Yikang Shen and
Zhenfang Chen and
Aaron C. Courville and
Chuang Gan},
title = {Sparse Universal Transformer},
journal = {CoRR},
volume = {abs/2310.07096},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07096},
doi = {10.48550/ARXIV.2310.07096},
eprinttype = {arXiv},
eprint = {2310.07096},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18555,
author = {Christos Tsirigotis and
Jo{\~{a}}o Monteiro and
Pau Rodr{\'{\i}}guez and
David V{\'{a}}zquez and
Aaron C. Courville},
title = {Group Robust Classification Without Any Group Information},
journal = {CoRR},
volume = {abs/2310.18555},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18555},
doi = {10.48550/ARXIV.2310.18555},
eprinttype = {arXiv},
eprint = {2310.18555},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18777,
author = {Yi Ren and
Samuel Lavoie and
Mikhail Galkin and
Danica J. Sutherland and
Aaron C. Courville},
title = {Improving Compositional Generalization Using Iterated Learning and
Simplicial Embeddings},
journal = {CoRR},
volume = {abs/2310.18777},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18777},
doi = {10.48550/ARXIV.2310.18777},
eprinttype = {arXiv},
eprint = {2310.18777},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17894,
author = {Max Schwarzer and
Jesse Farebrother and
Joshua Greaves and
Ekin Dogus Cubuk and
Rishabh Agarwal and
Aaron C. Courville and
Marc G. Bellemare and
Sergei V. Kalinin and
Igor Mordatch and
Pablo Samuel Castro and
Kevin M. Roccapriore},
title = {Learning and Controlling Silicon Dopant Transitions in Graphene using
Scanning Transmission Electron Microscopy},
journal = {CoRR},
volume = {abs/2311.17894},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17894},
doi = {10.48550/ARXIV.2311.17894},
eprinttype = {arXiv},
eprint = {2311.17894},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07551,
author = {Michael Noukhovitch and
Samuel Lavoie and
Florian Strub and
Aaron C. Courville},
title = {Language Model Alignment with Elastic Reset},
journal = {CoRR},
volume = {abs/2312.07551},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07551},
doi = {10.48550/ARXIV.2312.07551},
eprinttype = {arXiv},
eprint = {2312.07551},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShenTSLZC22,
author = {Yikang Shen and
Shawn Tan and
Alessandro Sordoni and
Peng Li and
Jie Zhou and
Aaron C. Courville},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Unsupervised Dependency Graph Network},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {4767--4784},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.327},
doi = {10.18653/V1/2022.ACL-LONG.327},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ShenTSLZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/blackboxnlp/HosseiniVBSC22,
author = {Arian Hosseini and
Ankit Vani and
Dzmitry Bahdanau and
Alessandro Sordoni and
Aaron C. Courville},
editor = {Jasmijn Bastings and
Yonatan Belinkov and
Yanai Elazar and
Dieuwke Hupkes and
Naomi Saphra and
Sarah Wiegreffe},
title = {On the Compositional Generalization Gap of In-Context Learning},
booktitle = {Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting
Neural Networks for NLP, BlackboxNLP@EMNLP 2022, Abu Dhabi, United
Arab Emirates (Hybrid), December 8, 2022},
pages = {272--280},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.blackboxnlp-1.22},
doi = {10.18653/V1/2022.BLACKBOXNLP-1.22},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/blackboxnlp/HosseiniVBSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/RajeswarLR0C22,
author = {Sai Rajeswar and
Issam Hadj Laradji and
Pau Rodr{\'{\i}}guez and
David V{\'{a}}zquez and
Aaron C. Courville},
title = {Consistency-CAM: Towards Improved Weakly Supervised Semantic Segmentation},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {644},
publisher = {{BMVA} Press},
year = {2022},
url = {https://bmvc2022.mpi-inf.mpg.de/644/},
timestamp = {Thu, 16 Feb 2023 16:15:04 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/RajeswarLR0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/AssouelCCBB22,
author = {Rim Assouel and
Llu{\'{\i}}s Castrej{\'{o}}n and
Aaron C. Courville and
Nicolas Ballas and
Yoshua Bengio},
editor = {Bernhard Sch{\"{o}}lkopf and
Caroline Uhler and
Kun Zhang},
title = {{VIM:} Variational Independent Modules for Video Prediction},
booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia
Conference Center, Eureka, CA, USA, 11-13 April, 2022},
series = {Proceedings of Machine Learning Research},
volume = {177},
pages = {70--89},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v177/assouel22a.html},
timestamp = {Wed, 06 Jul 2022 16:57:27 +0200},
biburl = {https://dblp.org/rec/conf/clear2/AssouelCCBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RajeswarRSVC22,
author = {Sai Rajeswar and
Pau Rodr{\'{\i}}guez and
Soumye Singhal and
David V{\'{a}}zquez and
Aaron C. Courville},
title = {Multi-label Iterated Learning for Image Classification with Label
Ambiguity},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {4773--4783},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00474},
doi = {10.1109/CVPR52688.2022.00474},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/RajeswarRSVC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KumarA0CTL22,
author = {Aviral Kumar and
Rishabh Agarwal and
Tengyu Ma and
Aaron C. Courville and
George Tucker and
Sergey Levine},
title = {{DR3:} Value-Based Deep Reinforcement Learning Requires Explicit Regularization},
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=POvMvLi91f},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KumarA0CTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MorrisonKKSCB22,
author = {Max Morrison and
Rithesh Kumar and
Kundan Kumar and
Prem Seetharaman and
Aaron C. Courville and
Yoshua Bengio},
title = {Chunked Autoregressive {GAN} for Conditional Waveform Synthesis},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=v3aeIsY\_vVX},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MorrisonKKSCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TanHSC22,
author = {Shawn Tan and
Chin{-}Wei Huang and
Alessandro Sordoni and
Aaron C. Courville},
title = {Learning to Dequantise with Truncated Flows},
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=fExcSKdDo\_},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TanHSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuMDSKCCHE22,
author = {Yusong Wu and
Ethan Manilow and
Yi Deng and
Rigel Swavely and
Kyle Kastner and
Tim Cooijmans and
Aaron C. Courville and
Cheng{-}Zhi Anna Huang and
Jesse H. Engel},
title = {{MIDI-DDSP:} Detailed Control of Musical Performance via Hierarchical
Modeling},
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=UseMOjWENv},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuMDSKCCHE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangFBC22,
author = {Dinghuai Zhang and
Jie Fu and
Yoshua Bengio and
Aaron C. Courville},
title = {Unifying Likelihood-free Inference with Black-box Optimization and
Beyond},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=1HxTO6CTkz},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangFBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhouVLC22,
author = {Hattie Zhou and
Ankit Vani and
Hugo Larochelle and
Aaron C. Courville},
title = {Fortuitous Forgetting in Connectionist Networks},
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=ei3SY1\_zYsE},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhouVLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NikishinSDBC22,
author = {Evgenii Nikishin and
Max Schwarzer and
Pierluca D'Oro and
Pierre{-}Luc Bacon and
Aaron C. Courville},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {The Primacy Bias in Deep 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 = {16828--16847},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/nikishin22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/NikishinSDBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangMLVCB22,
author = {Dinghuai Zhang and
Nikolay Malkin and
Zhen Liu and
Alexandra Volokhova and
Aaron C. Courville and
Yoshua Bengio},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Generative Flow Networks for Discrete Probabilistic Modeling},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {26412--26428},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhang22v.html},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangMLVCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangZCBRS22,
author = {Dinghuai Zhang and
Hongyang Zhang and
Aaron C. Courville and
Yoshua Bengio and
Pradeep Ravikumar and
Arun Sai Suggala},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Building Robust Ensembles via Margin Boosting},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {26669--26692},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhang22aj.html},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangZCBRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/CastrejonBC22,
author = {Llu{\'{\i}}s Castrej{\'{o}}n and
Nicolas Ballas and
Aaron C. Courville},
title = {Cascaded Video Generation for Videos In-the-Wild},
booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022,
Montreal, QC, Canada, August 21-25, 2022},
pages = {2385--2392},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICPR56361.2022.9956228},
doi = {10.1109/ICPR56361.2022.9956228},
timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/CastrejonBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgarwalSCCB22,
author = {Rishabh Agarwal and
Max Schwarzer and
Pablo Samuel Castro and
Aaron C. Courville and
Marc G. Bellemare},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Reincarnating Reinforcement Learning: Reusing Prior Computation to
Accelerate Progress},
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/ba1c5356d9164bb64c446a4b690226b0-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AgarwalSCCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangABPC22,
author = {Chin{-}Wei Huang and
Milad Aghajohari and
Joey Bose and
Prakash Panangaden and
Aaron C. Courville},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Riemannian Diffusion Models},
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/123d3e814e257e0781e5d328232ead9b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangABPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-07199,
author = {Taoli Cheng and
Aaron C. Courville},
title = {Invariant Representation Driven Neural Classifier for Anti-QCD Jet
Tagging},
journal = {CoRR},
volume = {abs/2201.07199},
year = {2022},
url = {https://arxiv.org/abs/2201.07199},
eprinttype = {arXiv},
eprint = {2201.07199},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-07199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-00155,
author = {Hattie Zhou and
Ankit Vani and
Hugo Larochelle and
Aaron C. Courville},
title = {Fortuitous Forgetting in Connectionist Networks},
journal = {CoRR},
volume = {abs/2202.00155},
year = {2022},
url = {https://arxiv.org/abs/2202.00155},
eprinttype = {arXiv},
eprint = {2202.00155},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-00155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01361,
author = {Dinghuai Zhang and
Nikolay Malkin and
Zhen Liu and
Alexandra Volokhova and
Aaron C. Courville and
Yoshua Bengio},
title = {Generative Flow Networks for Discrete Probabilistic Modeling},
journal = {CoRR},
volume = {abs/2202.01361},
year = {2022},
url = {https://arxiv.org/abs/2202.01361},
eprinttype = {arXiv},
eprint = {2202.01361},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00616,
author = {Samuel Lavoie and
Christos Tsirigotis and
Max Schwarzer and
Kenji Kawaguchi and
Ankit Vani and
Aaron C. Courville},
title = {Simplicial Embeddings in Self-Supervised Learning and Downstream Classification},
journal = {CoRR},
volume = {abs/2204.00616},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.00616},
doi = {10.48550/ARXIV.2204.00616},
eprinttype = {arXiv},
eprint = {2204.00616},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-00616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-07802,
author = {Evgenii Nikishin and
Max Schwarzer and
Pierluca D'Oro and
Pierre{-}Luc Bacon and
Aaron C. Courville},
title = {The Primacy Bias in Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2205.07802},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.07802},
doi = {10.48550/ARXIV.2205.07802},
eprinttype = {arXiv},
eprint = {2205.07802},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-07802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00735,
author = {Llu{\'{\i}}s Castrej{\'{o}}n and
Nicolas Ballas and
Aaron C. Courville},
title = {Cascaded Video Generation for Videos In-the-Wild},
journal = {CoRR},
volume = {abs/2206.00735},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00735},
doi = {10.48550/ARXIV.2206.00735},
eprinttype = {arXiv},
eprint = {2206.00735},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01251,
author = {Yuchen Lu and
Zhen Liu and
Aristide Baratin and
Romain Laroche and
Aaron C. Courville and
Alessandro Sordoni},
title = {Expressiveness and Learnability: {A} Unifying View for Evaluating
Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2206.01251},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01251},
doi = {10.48550/ARXIV.2206.01251},
eprinttype = {arXiv},
eprint = {2206.01251},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01626,
author = {Rishabh Agarwal and
Max Schwarzer and
Pablo Samuel Castro and
Aaron C. Courville and
Marc G. Bellemare},
title = {Beyond Tabula Rasa: Reincarnating Reinforcement Learning},
journal = {CoRR},
volume = {abs/2206.01626},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01626},
doi = {10.48550/ARXIV.2206.01626},
eprinttype = {arXiv},
eprint = {2206.01626},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03362,
author = {Dinghuai Zhang and
Hongyang Zhang and
Aaron C. Courville and
Yoshua Bengio and
Pradeep Ravikumar and
Arun Sai Suggala},
title = {Building Robust Ensembles via Margin Boosting},
journal = {CoRR},
volume = {abs/2206.03362},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03362},
doi = {10.48550/ARXIV.2206.03362},
eprinttype = {arXiv},
eprint = {2206.03362},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15276,
author = {Kyle Kastner and
Aaron C. Courville},
title = {R-MelNet: Reduced Mel-Spectral Modeling for Neural {TTS}},
journal = {CoRR},
volume = {abs/2206.15276},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15276},
doi = {10.48550/ARXIV.2206.15276},
eprinttype = {arXiv},
eprint = {2206.15276},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-07949,
author = {Chin{-}Wei Huang and
Milad Aghajohari and
Avishek Joey Bose and
Prakash Panangaden and
Aaron C. Courville},
title = {Riemannian Diffusion Models},
journal = {CoRR},
volume = {abs/2208.07949},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.07949},
doi = {10.48550/ARXIV.2208.07949},
eprinttype = {arXiv},
eprint = {2208.07949},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-07949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12016,
author = {Sai Rajeswar and
Pietro Mazzaglia and
Tim Verbelen and
Alexandre Pich{\'{e}} and
Bart Dhoedt and
Aaron C. Courville and
Alexandre Lacoste},
title = {Unsupervised Model-based Pre-training for Data-efficient Control from
Pixels},
journal = {CoRR},
volume = {abs/2209.12016},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.12016},
doi = {10.48550/ARXIV.2209.12016},
eprinttype = {arXiv},
eprint = {2209.12016},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-12016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00999,
author = {Dinghuai Zhang and
Aaron C. Courville and
Yoshua Bengio and
Qinqing Zheng and
Amy Zhang and
Ricky T. Q. Chen},
title = {Latent State Marginalization as a Low-cost Approach for Improving
Exploration},
journal = {CoRR},
volume = {abs/2210.00999},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00999},
doi = {10.48550/ARXIV.2210.00999},
eprinttype = {arXiv},
eprint = {2210.00999},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03308,
author = {Ling Pan and
Dinghuai Zhang and
Aaron C. Courville and
Longbo Huang and
Yoshua Bengio},
title = {Generative Augmented Flow Networks},
journal = {CoRR},
volume = {abs/2210.03308},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03308},
doi = {10.48550/ARXIV.2210.03308},
eprinttype = {arXiv},
eprint = {2210.03308},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08473,
author = {Arian Hosseini and
Ankit Vani and
Dzmitry Bahdanau and
Alessandro Sordoni and
Aaron C. Courville},
title = {On the Compositional Generalization Gap of In-Context Learning},
journal = {CoRR},
volume = {abs/2211.08473},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08473},
doi = {10.48550/ARXIV.2211.08473},
eprinttype = {arXiv},
eprint = {2211.08473},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09066,
author = {Hattie Zhou and
Azade Nova and
Hugo Larochelle and
Aaron C. Courville and
Behnam Neyshabur and
Hanie Sedghi},
title = {Teaching Algorithmic Reasoning via In-context Learning},
journal = {CoRR},
volume = {abs/2211.09066},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09066},
doi = {10.48550/ARXIV.2211.09066},
eprinttype = {arXiv},
eprint = {2211.09066},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShenTZBMC20,
author = {Yikang Shen and
Yi Tay and
Che Zheng and
Dara Bahri and
Donald Metzler and
Aaron C. Courville},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {StructFormer: Joint Unsupervised Induction of Dependency and Constituency
Structure from Masked Language Modeling},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {7196--7209},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.559},
doi = {10.18653/V1/2021.ACL-LONG.559},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ShenTZBMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/NoukhovitchLLC21,
author = {Michael Noukhovitch and
Travis LaCroix and
Angeliki Lazaridou and
Aaron C. Courville},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Emergent Communication under Competition},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {974--982},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p974.pdf},
doi = {10.5555/3463952.3464066},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/NoukhovitchLLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/RajeswarISG0CP21,
author = {Sai Rajeswar and
Cyril Ibrahim and
Nitin Surya and
Florian Golemo and
David V{\'{a}}zquez and
Aaron C. Courville and
Pedro O. Pinheiro},
editor = {Aleksandra Faust and
David Hsu and
Gerhard Neumann},
title = {Haptics-based Curiosity for Sparse-reward Tasks},
booktitle = {Conference on Robot Learning, 8-11 November 2021, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {164},
pages = {395--405},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v164/rajeswar22a.html},
timestamp = {Wed, 19 Jan 2022 17:10:33 +0100},
biburl = {https://dblp.org/rec/conf/corl/RajeswarISG0CP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KnyazevVCTCB21,
author = {Boris Knyazev and
Harm de Vries and
Catalina Cangea and
Graham W. Taylor and
Aaron C. Courville and
Eugene Belilovsky},
title = {Generative Compositional Augmentations for Scene Graph Prediction},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {15807--15817},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01553},
doi = {10.1109/ICCV48922.2021.01553},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/KnyazevVCTCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AhmedBSC21,
author = {Faruk Ahmed and
Yoshua Bengio and
Harm van Seijen and
Aaron C. Courville},
title = {Systematic generalisation with group invariant predictions},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=b9PoimzZFJ},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AhmedBSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenZGCZ21,
author = {Yanzhi Chen and
Dinghuai Zhang and
Michael U. Gutmann and
Aaron C. Courville and
Zhanxing Zhu},
title = {Neural Approximate Sufficient Statistics for Implicit Models},
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=SRDuJssQud},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenZGCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuangCTC21,
author = {Chin{-}Wei Huang and
Ricky T. Q. Chen and
Christos Tsirigotis and
Aaron C. Courville},
title = {Convex Potential Flows: Universal Probability Distributions with Optimal
Transport and Convex Optimization},
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=te7PVH1sPxJ},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuangCTC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Lavoie-Marchildon21,
author = {Samuel Lavoie{-}Marchildon and
Faruk Ahmed and
Aaron C. Courville},
title = {Integrating Categorical Semantics into Unsupervised Domain Translation},
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=IMPA6MndSXU},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Lavoie-Marchildon21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LuSZCTG21,
author = {Yuchen Lu and
Yikang Shen and
Siyuan Zhou and
Aaron C. Courville and
Joshua B. Tenenbaum and
Chuang Gan},
title = {Learning Task Decomposition with Ordered Memory Policy Network},
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=vcopnwZ7bC},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LuSZCTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SchwarzerAGHCB21,
author = {Max Schwarzer and
Ankesh Anand and
Rishab Goel and
R. Devon Hjelm and
Aaron C. Courville and
Philip Bachman},
title = {Data-Efficient Reinforcement Learning with Self-Predictive Representations},
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=uCQfPZwRaUu},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SchwarzerAGHCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/VaniSLDC21,
author = {Ankit Vani and
Max Schwarzer and
Yuchen Lu and
Eeshan Dhekane and
Aaron C. Courville},
title = {Iterated learning for emergent systematicity in {VQA}},
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=Pd\_oMxH8IlF},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/VaniSLDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KruegerCJ0BZPC21,
author = {David Krueger and
Ethan Caballero and
J{\"{o}}rn{-}Henrik Jacobsen and
Amy Zhang and
Jonathan Binas and
Dinghuai Zhang and
R{\'{e}}mi Le Priol and
Aaron C. Courville},
editor = {Marina Meila and
Tong Zhang},
title = {Out-of-Distribution Generalization via Risk Extrapolation (REx)},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5815--5826},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/krueger21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KruegerCJ0BZPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NekoeiBCC21,
author = {Hadi Nekoei and
Akilesh Badrinaaraayanan and
Aaron C. Courville and
Sarath Chandar},
editor = {Marina Meila and
Tong Zhang},
title = {Continuous Coordination As a Realistic Scenario for Lifelong Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8016--8024},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/nekoei21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NekoeiBCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangAX0C21,
author = {Dinghuai Zhang and
Kartik Ahuja and
Yilun Xu and
Yisen Wang and
Aaron C. Courville},
editor = {Marina Meila and
Tong Zhang},
title = {Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12356--12367},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zhang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangAX0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HosseiniRBHSC21,
author = {Arian Hosseini and
Siva Reddy and
Dzmitry Bahdanau and
R. Devon Hjelm and
Alessandro Sordoni and
Aaron C. Courville},
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 = {Understanding by Understanding Not: Modeling Negation in Language
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 = {1301--1312},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.102},
doi = {10.18653/V1/2021.NAACL-MAIN.102},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HosseiniRBHSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ShenTSRC21,
author = {Yikang Shen and
Shawn Tan and
Alessandro Sordoni and
Siva Reddy and
Aaron C. Courville},
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 = {Explicitly Modeling Syntax in Language Models with Incremental Parsing
and a Dynamic Oracle},
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 = {1660--1672},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.132},
doi = {10.18653/V1/2021.NAACL-MAIN.132},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ShenTSRC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PezeshkiKBCPL21,
author = {Mohammad Pezeshki and
S{\'{e}}kou{-}Oumar Kaba and
Yoshua Bengio and
Aaron C. Courville and
Doina Precup and
Guillaume Lajoie},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Gradient Starvation: {A} Learning Proclivity in Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1256--1272},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0987b8b338d6c90bbedd8631bc499221-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/PezeshkiKBCPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchwarzerRNACHB21,
author = {Max Schwarzer and
Nitarshan Rajkumar and
Michael Noukhovitch and
Ankesh Anand and
Laurent Charlin and
R. Devon Hjelm and
Philip Bachman and
Aaron C. Courville},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Pretraining Representations for Data-Efficient Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12686--12699},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/69eba34671b3ef1ef38ee85caae6b2a1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchwarzerRNACHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangLC21,
author = {Chin{-}Wei Huang and
Jae Hyun Lim and
Aaron C. Courville},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {A Variational Perspective on Diffusion-Based Generative Models and
Score Matching},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {22863--22876},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c11abfd29e4d9b4d4b566b01114d8486-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgarwalSCCB21,
author = {Rishabh Agarwal and
Max Schwarzer and
Pablo Samuel Castro and
Aaron C. Courville and
Marc G. Bellemare},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Deep Reinforcement Learning at the Edge of the Statistical Precipice},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29304--29320},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f514cec81cb148559cf475e7426eed5e-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AgarwalSCCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10276,
author = {Michael Noukhovitch and
Travis LaCroix and
Angeliki Lazaridou and
Aaron C. Courville},
title = {Emergent Communication under Competition},
journal = {CoRR},
volume = {abs/2101.10276},
year = {2021},
url = {https://arxiv.org/abs/2101.10276},
eprinttype = {arXiv},
eprint = {2101.10276},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03216,
author = {Hadi Nekoei and
Akilesh Badrinaaraayanan and
Aaron C. Courville and
Sarath Chandar},
title = {Continuous Coordination As a Realistic Scenario for Lifelong Learning},
journal = {CoRR},
volume = {abs/2103.03216},
year = {2021},
url = {https://arxiv.org/abs/2103.03216},
eprinttype = {arXiv},
eprint = {2103.03216},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10972,
author = {Yuchen Lu and
Yikang Shen and
Siyuan Zhou and
Aaron C. Courville and
Joshua B. Tenenbaum and
Chuang Gan},
title = {Learning Task Decomposition with Ordered Memory Policy Network},
journal = {CoRR},
volume = {abs/2103.10972},
year = {2021},
url = {https://arxiv.org/abs/2103.10972},
eprinttype = {arXiv},
eprint = {2103.10972},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00442,
author = {Sai Rajeswar and
Cyril Ibrahim and
Nitin Surya and
Florian Golemo and
David V{\'{a}}zquez and
Aaron C. Courville and
Pedro O. Pinheiro},
title = {Touch-based Curiosity for Sparse-Reward Tasks},
journal = {CoRR},
volume = {abs/2104.00442},
year = {2021},
url = {https://arxiv.org/abs/2104.00442},
eprinttype = {arXiv},
eprint = {2104.00442},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01119,
author = {Ankit Vani and
Max Schwarzer and
Yuchen Lu and
Eeshan Dhekane and
Aaron C. Courville},
title = {Iterated learning for emergent systematicity in {VQA}},
journal = {CoRR},
volume = {abs/2105.01119},
year = {2021},
url = {https://arxiv.org/abs/2105.01119},
eprinttype = {arXiv},
eprint = {2105.01119},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03519,
author = {Arian Hosseini and
Siva Reddy and
Dzmitry Bahdanau and
R. Devon Hjelm and
Alessandro Sordoni and
Aaron C. Courville},
title = {Understanding by Understanding Not: Modeling Negation in Language
Models},
journal = {CoRR},
volume = {abs/2105.03519},
year = {2021},
url = {https://arxiv.org/abs/2105.03519},
eprinttype = {arXiv},
eprint = {2105.03519},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02719,
author = {Llu{\'{\i}}s Castrej{\'{o}}n and
Nicolas Ballas and
Aaron C. Courville},
title = {Hierarchical Video Generation for Complex Data},
journal = {CoRR},
volume = {abs/2106.02719},
year = {2021},
url = {https://arxiv.org/abs/2106.02719},
eprinttype = {arXiv},
eprint = {2106.02719},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02808,
author = {Chin{-}Wei Huang and
Jae Hyun Lim and
Aaron C. Courville},
title = {A Variational Perspective on Diffusion-Based Generative Models and
Score Matching},
journal = {CoRR},
volume = {abs/2106.02808},
year = {2021},
url = {https://arxiv.org/abs/2106.02808},
eprinttype = {arXiv},
eprint = {2106.02808},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02890,
author = {Dinghuai Zhang and
Kartik Ahuja and
Yilun Xu and
Yisen Wang and
Aaron C. Courville},
title = {Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?},
journal = {CoRR},
volume = {abs/2106.02890},
year = {2021},
url = {https://arxiv.org/abs/2106.02890},
eprinttype = {arXiv},
eprint = {2106.02890},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04799,
author = {Max Schwarzer and
Nitarshan Rajkumar and
Michael Noukhovitch and
Ankesh Anand and
Laurent Charlin and
R. Devon Hjelm and
Philip Bachman and
Aaron C. Courville},
title = {Pretraining Representations for Data-Efficient Reinforcement Learning},
journal = {CoRR},
volume = {abs/2106.04799},
year = {2021},
url = {https://arxiv.org/abs/2106.04799},
eprinttype = {arXiv},
eprint = {2106.04799},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-13264,
author = {Rishabh Agarwal and
Max Schwarzer and
Pablo Samuel Castro and
Aaron C. Courville and
Marc G. Bellemare},
title = {Deep Reinforcement Learning at the Edge of the Statistical Precipice},
journal = {CoRR},
volume = {abs/2108.13264},
year = {2021},
url = {https://arxiv.org/abs/2108.13264},
eprinttype = {arXiv},
eprint = {2108.13264},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-13264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11052,
author = {Adrien Ali Ta{\"{\i}}ga and
William Fedus and
Marlos C. Machado and
Aaron C. Courville and
Marc G. Bellemare},
title = {On Bonus-Based Exploration Methods in the Arcade Learning Environment},
journal = {CoRR},
volume = {abs/2109.11052},
year = {2021},
url = {https://arxiv.org/abs/2109.11052},
eprinttype = {arXiv},
eprint = {2109.11052},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-11052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03372,
author = {Dinghuai Zhang and
Jie Fu and
Yoshua Bengio and
Aaron C. Courville},
title = {Unifying Likelihood-free Inference with Black-box Sequence Design
and Beyond},
journal = {CoRR},
volume = {abs/2110.03372},
year = {2021},
url = {https://arxiv.org/abs/2110.03372},
eprinttype = {arXiv},
eprint = {2110.03372},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10139,
author = {Max Morrison and
Rithesh Kumar and
Kundan Kumar and
Prem Seetharaman and
Aaron C. Courville and
Yoshua Bengio},
title = {Chunked Autoregressive {GAN} for Conditional Waveform Synthesis},
journal = {CoRR},
volume = {abs/2110.10139},
year = {2021},
url = {https://arxiv.org/abs/2110.10139},
eprinttype = {arXiv},
eprint = {2110.10139},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-12172,
author = {Sai Rajeswar and
Pau Rodr{\'{\i}}guez and
Soumye Singhal and
David V{\'{a}}zquez and
Aaron C. Courville},
title = {Multi-label Iterated Learning for Image Classification with Label
Ambiguity},
journal = {CoRR},
volume = {abs/2111.12172},
year = {2021},
url = {https://arxiv.org/abs/2111.12172},
eprinttype = {arXiv},
eprint = {2111.12172},
timestamp = {Sun, 28 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-12172.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04716,
author = {Aviral Kumar and
Rishabh Agarwal and
Tengyu Ma and
Aaron C. Courville and
George Tucker and
Sergey Levine},
title = {{DR3:} Value-Based Deep Reinforcement Learning Requires Explicit Regularization},
journal = {CoRR},
volume = {abs/2112.04716},
year = {2021},
url = {https://arxiv.org/abs/2112.04716},
eprinttype = {arXiv},
eprint = {2112.04716},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09312,
author = {Yusong Wu and
Ethan Manilow and
Yi Deng and
Rigel Swavely and
Kyle Kastner and
Tim Cooijmans and
Aaron C. Courville and
Cheng{-}Zhi Anna Huang and
Jesse H. Engel},
title = {{MIDI-DDSP:} Detailed Control of Musical Performance via Hierarchical
Modeling},
journal = {CoRR},
volume = {abs/2112.09312},
year = {2021},
url = {https://arxiv.org/abs/2112.09312},
eprinttype = {arXiv},
eprint = {2112.09312},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GoodfellowPMXWO20,
author = {Ian J. Goodfellow and
Jean Pouget{-}Abadie and
Mehdi Mirza and
Bing Xu and
David Warde{-}Farley and
Sherjil Ozair and
Aaron C. Courville and
Yoshua Bengio},
title = {Generative adversarial networks},
journal = {Commun. {ACM}},
volume = {63},
number = {11},
pages = {139--144},
year = {2020},
url = {https://doi.org/10.1145/3422622},
doi = {10.1145/3422622},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/GoodfellowPMXWO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/RajeswarMGPVNC20,
author = {Sai Rajeswar and
Fahim Mannan and
Florian Golemo and
J{\'{e}}r{\^{o}}me Parent{-}L{\'{e}}vesque and
David V{\'{a}}zquez and
Derek Nowrouzezahrai and
Aaron C. Courville},
title = {Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images
Using a View-Based Representation},
journal = {Int. J. Comput. Vis.},
volume = {128},
number = {10},
pages = {2478--2493},
year = {2020},
url = {https://doi.org/10.1007/s11263-020-01322-1},
doi = {10.1007/S11263-020-01322-1},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcv/RajeswarMGPVNC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AhmedC20,
author = {Faruk Ahmed and
Aaron C. Courville},
title = {Detecting Semantic Anomalies},
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 = {3154--3162},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5712},
doi = {10.1609/AAAI.V34I04.5712},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AhmedC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/SerbanGKVBPCCB20,
author = {Iulian Vlad Serban and
Varun Gupta and
Ekaterina Kochmar and
Dung Do Vu and
Robert Belfer and
Joelle Pineau and
Aaron C. Courville and
Laurent Charlin and
Yoshua Bengio},
editor = {Ig Ibert Bittencourt and
Mutlu Cukurova and
Kasia Muldner and
Rose Luckin and
Eva Mill{\'{a}}n},
title = {A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based {ITS} for
{STEM}},
booktitle = {Artificial Intelligence in Education - 21st International Conference,
{AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12164},
pages = {387--392},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-52240-7\_70},
doi = {10.1007/978-3-030-52240-7\_70},
timestamp = {Tue, 07 Jul 2020 13:05:42 +0200},
biburl = {https://dblp.org/rec/conf/aied/SerbanGKVBPCCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangTVDLC20,
author = {Chin{-}Wei Huang and
Ahmed Touati and
Pascal Vincent and
Gintare Karolina Dziugaite and
Alexandre Lacoste and
Aaron C. Courville},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Stochastic Neural Network with Kronecker Flow},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {4184--4194},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/huang20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangTVDLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/KnyazevVCTCB20,
author = {Boris Knyazev and
Harm de Vries and
Catalina Cangea and
Graham W. Taylor and
Aaron C. Courville and
Eugene Belilovsky},
title = {Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation},
booktitle = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
Event, UK, September 7-10, 2020},
publisher = {{BMVA} Press},
year = {2020},
url = {https://www.bmvc2020-conference.com/assets/papers/0378.pdf},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/KnyazevVCTCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TanSSCO20,
author = {Shawn Tan and
Yikang Shen and
Alessandro Sordoni and
Aaron C. Courville and
Timothy J. O'Donnell},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Recursive Top-Down Production for Sentence Generation with Latent
Trees},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {2291--2307},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.208},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.208},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/TanSSCO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LuSSPC20,
author = {Yuchen Lu and
Soumye Singhal and
Florian Strub and
Olivier Pietquin and
Aaron C. Courville},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Supervised Seeded Iterated Learning for Interactive Language Learning},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {3962--3970},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.325},
doi = {10.18653/V1/2020.EMNLP-MAIN.325},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LuSSPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TaigaFMCB20,
author = {Adrien Ali Ta{\"{\i}}ga and
William Fedus and
Marlos C. Machado and
Aaron C. Courville and
Marc G. Bellemare},
title = {On Bonus Based Exploration Methods In The Arcade Learning Environment},
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=BJewlyStDr},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TaigaFMCB20.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/icml/LuSSCP20,
author = {Yuchen Lu and
Soumye Singhal and
Florian Strub and
Aaron C. Courville and
Olivier Pietquin},
title = {Countering Language Drift with Seeded Iterated Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6437--6447},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lu20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LuSSCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PinheiroABGC20,
author = {Pedro O. Pinheiro and
Amjad Almahairi and
Ryan Y. Benmalek and
Florian Golemo and
Aaron C. Courville},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Unsupervised Learning of Dense Visual Representations},
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/3000311ca56a1cb93397bc676c0b7fff-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PinheiroABGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07101,
author = {Chin{-}Wei Huang and
Laurent Dinh and
Aaron C. Courville},
title = {Augmented Normalizing Flows: Bridging the Gap Between Generative Flows
and Latent Variable Models},
journal = {CoRR},
volume = {abs/2002.07101},
year = {2020},
url = {https://arxiv.org/abs/2002.07101},
eprinttype = {arXiv},
eprint = {2002.07101},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00688,
author = {David Krueger and
Ethan Caballero and
J{\"{o}}rn{-}Henrik Jacobsen and
Amy Zhang and
Jonathan Binas and
R{\'{e}}mi Le Priol and
Aaron C. Courville},
title = {Out-of-Distribution Generalization via Risk Extrapolation (REx)},
journal = {CoRR},
volume = {abs/2003.00688},
year = {2020},
url = {https://arxiv.org/abs/2003.00688},
eprinttype = {arXiv},
eprint = {2003.00688},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-12694,
author = {Yuchen Lu and
Soumye Singhal and
Florian Strub and
Olivier Pietquin and
Aaron C. Courville},
title = {Countering Language Drift with Seeded Iterated Learning},
journal = {CoRR},
volume = {abs/2003.12694},
year = {2020},
url = {https://arxiv.org/abs/2003.12694},
eprinttype = {arXiv},
eprint = {2003.12694},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-12694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-14166,
author = {Sai Rajeswar and
Fahim Mannan and
Florian Golemo and
J{\'{e}}r{\^{o}}me Parent{-}L{\'{e}}vesque and
David V{\'{a}}zquez and
Derek Nowrouzezahrai and
Aaron C. Courville},
title = {Pix2Shape - Towards Unsupervised Learning of 3D Scenes from Images
using a View-based Representation},
journal = {CoRR},
volume = {abs/2003.14166},
year = {2020},
url = {https://arxiv.org/abs/2003.14166},
eprinttype = {arXiv},
eprint = {2003.14166},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-14166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06616,
author = {Iulian Vlad Serban and
Varun Gupta and
Ekaterina Kochmar and
Dung Do Vu and
Robert Belfer and
Joelle Pineau and
Aaron C. Courville and
Laurent Charlin and
Yoshua Bengio},
title = {A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based {ITS} for
{STEM}},
journal = {CoRR},
volume = {abs/2005.06616},
year = {2020},
url = {https://arxiv.org/abs/2005.06616},
eprinttype = {arXiv},
eprint = {2005.06616},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-06616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-08230,
author = {Boris Knyazev and
Harm de Vries and
Catalina Cangea and
Graham W. Taylor and
Aaron C. Courville and
Eugene Belilovsky},
title = {Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation},
journal = {CoRR},
volume = {abs/2005.08230},
year = {2020},
url = {https://arxiv.org/abs/2005.08230},
eprinttype = {arXiv},
eprint = {2005.08230},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08230.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-2007-05756,
author = {Boris Knyazev and
Harm de Vries and
Catalina Cangea and
Graham W. Taylor and
Aaron C. Courville and
Eugene Belilovsky},
title = {Generative Graph Perturbations for Scene Graph Prediction},
journal = {CoRR},
volume = {abs/2007.05756},
year = {2020},
url = {https://arxiv.org/abs/2007.05756},
eprinttype = {arXiv},
eprint = {2007.05756},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05929,
author = {Max Schwarzer and
Ankesh Anand and
Rishab Goel and
R. Devon Hjelm and
Aaron C. Courville and
Philip Bachman},
title = {Data-Efficient Reinforcement Learning with Momentum Predictive Representations},
journal = {CoRR},
volume = {abs/2007.05929},
year = {2020},
url = {https://arxiv.org/abs/2007.05929},
eprinttype = {arXiv},
eprint = {2007.05929},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01262,
author = {Samuel Lavoie{-}Marchildon and
Faruk Ahmed and
Aaron C. Courville},
title = {Integrating Categorical Semantics into Unsupervised Domain Translation},
journal = {CoRR},
volume = {abs/2010.01262},
year = {2020},
url = {https://arxiv.org/abs/2010.01262},
eprinttype = {arXiv},
eprint = {2010.01262},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02975,
author = {Yuchen Lu and
Soumye Singhal and
Florian Strub and
Olivier Pietquin and
Aaron C. Courville},
title = {Supervised Seeded Iterated Learning for Interactive Language Learning},
journal = {CoRR},
volume = {abs/2010.02975},
year = {2020},
url = {https://arxiv.org/abs/2010.02975},
eprinttype = {arXiv},
eprint = {2010.02975},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04704,
author = {Shawn Tan and
Yikang Shen and
Timothy J. O'Donnell and
Alessandro Sordoni and
Aaron C. Courville},
title = {Recursive Top-Down Production for Sentence Generation with Latent
Trees},
journal = {CoRR},
volume = {abs/2010.04704},
year = {2020},
url = {https://arxiv.org/abs/2010.04704},
eprinttype = {arXiv},
eprint = {2010.04704},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10079,
author = {Yanzhi Chen and
Dinghuai Zhang and
Michael U. Gutmann and
Aaron C. Courville and
Zhanxing Zhu},
title = {Neural Approximate Sufficient Statistics for Implicit Models},
journal = {CoRR},
volume = {abs/2010.10079},
year = {2020},
url = {https://arxiv.org/abs/2010.10079},
eprinttype = {arXiv},
eprint = {2010.10079},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11362,
author = {Rithesh Kumar and
Kundan Kumar and
Vicki Anand and
Yoshua Bengio and
Aaron C. Courville},
title = {{NU-GAN:} High resolution neural upsampling with {GAN}},
journal = {CoRR},
volume = {abs/2010.11362},
year = {2020},
url = {https://arxiv.org/abs/2010.11362},
eprinttype = {arXiv},
eprint = {2010.11362},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05499,
author = {Pedro O. Pinheiro and
Amjad Almahairi and
Ryan Y. Benmalek and
Florian Golemo and
Aaron C. Courville},
title = {Unsupervised Learning of Dense Visual Representations},
journal = {CoRR},
volume = {abs/2011.05499},
year = {2020},
url = {https://arxiv.org/abs/2011.05499},
eprinttype = {arXiv},
eprint = {2011.05499},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07960,
author = {Yikang Shen and
Shawn Tan and
Alessandro Sordoni and
Siva Reddy and
Aaron C. Courville},
title = {Explicitly Modeling Syntax in Language Model improves Generalization},
journal = {CoRR},
volume = {abs/2011.07960},
year = {2020},
url = {https://arxiv.org/abs/2011.07960},
eprinttype = {arXiv},
eprint = {2011.07960},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09468,
author = {Mohammad Pezeshki and
S{\'{e}}kou{-}Oumar Kaba and
Yoshua Bengio and
Aaron C. Courville and
Doina Precup and
Guillaume Lajoie},
title = {Gradient Starvation: {A} Learning Proclivity in Neural Networks},
journal = {CoRR},
volume = {abs/2011.09468},
year = {2020},
url = {https://arxiv.org/abs/2011.09468},
eprinttype = {arXiv},
eprint = {2011.09468},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-00857,
author = {Yikang Shen and
Yi Tay and
Che Zheng and
Dara Bahri and
Donald Metzler and
Aaron C. Courville},
title = {StructFormer: Joint Unsupervised Induction of Dependency and Constituency
Structure from Masked Language Modeling},
journal = {CoRR},
volume = {abs/2012.00857},
year = {2020},
url = {https://arxiv.org/abs/2012.00857},
eprinttype = {arXiv},
eprint = {2012.00857},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-00857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05942,
author = {Chin{-}Wei Huang and
Ricky T. Q. Chen and
Christos Tsirigotis and
Aaron C. Courville},
title = {Convex Potential Flows: Universal Probability Distributions with Optimal
Transport and Convex Optimization},
journal = {CoRR},
volume = {abs/2012.05942},
year = {2020},
url = {https://arxiv.org/abs/2012.05942},
eprinttype = {arXiv},
eprint = {2012.05942},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-05942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/CangeaBC19,
author = {Catalina Cangea and
Eugene Belilovsky and
Aaron C. Courville},
title = {VideoNavQA: Bridging the Gap between Visual and Embodied Question
Answering},
booktitle = {30th British Machine Vision Conference 2019, {BMVC} 2019, Cardiff,
UK, September 9-12, 2019},
pages = {280},
publisher = {{BMVA} Press},
year = {2019},
url = {https://bmvc2019.org/wp-content/uploads/papers/1125-paper.pdf},
timestamp = {Wed, 03 Feb 2021 08:35:59 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/CangeaBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KastnerSBC19,
author = {Kyle Kastner and
Jo{\~{a}}o Felipe Santos and
Yoshua Bengio and
Aaron C. Courville},
title = {Representation Mixing for {TTS} Synthesis},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {5906--5910},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682880},
doi = {10.1109/ICASSP.2019.8682880},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KastnerSBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BinkowskiHC19,
author = {Mikolaj Binkowski and
R. Devon Hjelm and
Aaron C. Courville},
title = {Batch Weight for Domain Adaptation With Mass Shift},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {1844--1853},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00193},
doi = {10.1109/ICCV.2019.00193},
timestamp = {Thu, 05 Mar 2020 10:01:04 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BinkowskiHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/CastrejonBC19,
author = {Llu{\'{\i}}s Castrej{\'{o}}n and
Nicolas Ballas and
Aaron C. Courville},
title = {Improved Conditional VRNNs for Video Prediction},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {7607--7616},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00770},
doi = {10.1109/ICCV.2019.00770},
timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/CastrejonBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BahdanauMNNVC19,
author = {Dzmitry Bahdanau and
Shikhar Murty and
Michael Noukhovitch and
Thien Huu Nguyen and
Harm de Vries and
Aaron C. Courville},
title = {Systematic Generalization: What Is Required and Can It Be Learned?},
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=HkezXnA9YX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BahdanauMNNVC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShenTSC19,
author = {Yikang Shen and
Shawn Tan and
Alessandro Sordoni and
Aaron C. Courville},
title = {Ordered Neurons: Integrating Tree Structures into Recurrent Neural
Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=B1l6qiR5F7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShenTSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangSDLC19,
author = {Chin{-}Wei Huang and
Kris Sankaran and
Eeshan Dhekane and
Alexandre Lacoste and
Aaron C. Courville},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Hierarchical Importance Weighted Autoencoders},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2869--2878},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/huang19d.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangSDLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RahamanBADLHBC19,
author = {Nasim Rahaman and
Aristide Baratin and
Devansh Arpit and
Felix Draxler and
Min Lin and
Fred A. Hamprecht and
Yoshua Bengio and
Aaron C. Courville},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {On the Spectral Bias of Neural Networks},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5301--5310},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/rahaman19a.html},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RahamanBADLHBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/CacciaHCP19,
author = {Lucas Caccia and
Herke van Hoof and
Aaron C. Courville and
Joelle Pineau},
title = {Deep Generative Modeling of LiDAR Data},
booktitle = {2019 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2019, Macau, SAR, China, November 3-8, 2019},
pages = {5034--5040},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IROS40897.2019.8968535},
doi = {10.1109/IROS40897.2019.8968535},
timestamp = {Fri, 31 Jan 2020 10:27:14 +0100},
biburl = {https://dblp.org/rec/conf/iros/CacciaHCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PaquetteLBSOKPS19,
author = {Philip Paquette and
Yuchen Lu and
Steven Bocco and
Max O. Smith and
Satya Ortiz{-}Gagne and
Jonathan K. Kummerfeld and
Joelle Pineau and
Satinder Singh and
Aaron C. Courville},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {No-Press Diplomacy: Modeling Multi-Agent Gameplay},
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 = {4476--4487},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/84b20b1f5a0d103f5710bb67a043cd78-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PaquetteLBSOKPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShenTHLSC19,
author = {Yikang Shen and
Shawn Tan and
Seyed Arian Hosseini and
Zhouhan Lin and
Alessandro Sordoni and
Aaron C. Courville},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Ordered Memory},
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 = {5038--5049},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d8e1344e27a5b08cdfd5d027d9b8d6de-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShenTHLSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KumarKBGTSBBC19,
author = {Kundan Kumar and
Rithesh Kumar and
Thibault de Boissiere and
Lucas Gestin and
Wei Zhen Teoh and
Jose Sotelo and
Alexandre de Br{\'{e}}bisson and
Yoshua Bengio and
Aaron C. Courville},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {14881--14892},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/6804c9bca0a615bdb9374d00a9fcba59-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KumarKBGTSBBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HuangAKLC19,
author = {Chin{-}Wei Huang and
Faruk Ahmed and
Kundan Kumar and
Alexandre Lacoste and
Aaron C. Courville},
editor = {Amir Globerson and
Ricardo Silva},
title = {Probability Distillation: {A} Caveat and Alternatives},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1212--1221},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/huang20c.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/HuangAKLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CangeaBLC19,
author = {Catalina Cangea and
Eugene Belilovsky and
Pietro Li{\`{o}} and
Aaron C. Courville},
title = {VideoNavQA: Bridging the Gap between Visual and Embodied Question
Answering},
booktitle = {Visually Grounded Interaction and Language (ViGIL), NeurIPS 2019 Workshop,
Vancouver, Canada, December 13, 2019},
year = {2019},
url = {https://vigilworkshop.github.io/static/papers/9.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CangeaBLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VriesBMCB19,
author = {Harm de Vries and
Dzmitry Bahdanau and
Shikhar Murty and
Aaron C. Courville and
Philippe Beaudoin},
title = {{CLOSURE:} Assessing Systematic Generalization of {CLEVR} Models},
booktitle = {Visually Grounded Interaction and Language (ViGIL), NeurIPS 2019 Workshop,
Vancouver, Canada, December 13, 2019},
year = {2019},
url = {https://vigilworkshop.github.io/static/papers/28.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VriesBMCB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08508,
author = {Rithesh Kumar and
Anirudh Goyal and
Aaron C. Courville and
Yoshua Bengio},
title = {Maximum Entropy Generators for Energy-Based Models},
journal = {CoRR},
volume = {abs/1901.08508},
year = {2019},
url = {http://arxiv.org/abs/1901.08508},
eprinttype = {arXiv},
eprint = {1901.08508},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07227,
author = {Cheng{-}Zhi Anna Huang and
Tim Cooijmans and
Adam Roberts and
Aaron C. Courville and
Douglas Eck},
title = {Counterpoint by Convolution},
journal = {CoRR},
volume = {abs/1903.07227},
year = {2019},
url = {http://arxiv.org/abs/1903.07227},
eprinttype = {arXiv},
eprint = {1903.07227},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12165,
author = {Llu{\'{\i}}s Castrej{\'{o}}n and
Nicolas Ballas and
Aaron C. Courville},
title = {Improved Conditional VRNNs for Video Prediction},
journal = {CoRR},
volume = {abs/1904.12165},
year = {2019},
url = {http://arxiv.org/abs/1904.12165},
eprinttype = {arXiv},
eprint = {1904.12165},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04866,
author = {Chin{-}Wei Huang and
Kris Sankaran and
Eeshan Dhekane and
Alexandre Lacoste and
Aaron C. Courville},
title = {Hierarchical Importance Weighted Autoencoders},
journal = {CoRR},
volume = {abs/1905.04866},
year = {2019},
url = {http://arxiv.org/abs/1905.04866},
eprinttype = {arXiv},
eprint = {1905.04866},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12760,
author = {Mikolaj Binkowski and
R. Devon Hjelm and
Aaron C. Courville},
title = {Batch weight for domain adaptation with mass shift},
journal = {CoRR},
volume = {abs/1905.12760},
year = {2019},
url = {http://arxiv.org/abs/1905.12760},
eprinttype = {arXiv},
eprint = {1905.12760},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03708,
author = {Chin{-}Wei Huang and
Aaron C. Courville},
title = {Note on the bias and variance of variational inference},
journal = {CoRR},
volume = {abs/1906.03708},
year = {2019},
url = {http://arxiv.org/abs/1906.03708},
eprinttype = {arXiv},
eprint = {1906.03708},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04282,
author = {Chin{-}Wei Huang and
Ahmed Touati and
Pascal Vincent and
Gintare Karolina Dziugaite and
Alexandre Lacoste and
Aaron C. Courville},
title = {Stochastic Neural Network with Kronecker Flow},
journal = {CoRR},
volume = {abs/1906.04282},
year = {2019},
url = {http://arxiv.org/abs/1906.04282},
eprinttype = {arXiv},
eprint = {1906.04282},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09635,
author = {Shawn Tan and
Yikang Shen and
Chin{-}Wei Huang and
Aaron C. Courville},
title = {Investigating Biases in Textual Entailment Datasets},
journal = {CoRR},
volume = {abs/1906.09635},
year = {2019},
url = {http://arxiv.org/abs/1906.09635},
eprinttype = {arXiv},
eprint = {1906.09635},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09691,
author = {Jacob Leygonie and
Jennifer She and
Amjad Almahairi and
Sai Rajeswar and
Aaron C. Courville},
title = {Adversarial Computation of Optimal Transport Maps},
journal = {CoRR},
volume = {abs/1906.09691},
year = {2019},
url = {http://arxiv.org/abs/1906.09691},
eprinttype = {arXiv},
eprint = {1906.09691},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02388,
author = {Adrien Ali Ta{\"{\i}}ga and
William Fedus and
Marlos C. Machado and
Aaron C. Courville and
Marc G. Bellemare},
title = {Benchmarking Bonus-Based Exploration Methods on the Arcade Learning
Environment},
journal = {CoRR},
volume = {abs/1908.02388},
year = {2019},
url = {http://arxiv.org/abs/1908.02388},
eprinttype = {arXiv},
eprint = {1908.02388},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04388,
author = {Faruk Ahmed and
Aaron C. Courville},
title = {Detecting semantic anomalies},
journal = {CoRR},
volume = {abs/1908.04388},
year = {2019},
url = {http://arxiv.org/abs/1908.04388},
eprinttype = {arXiv},
eprint = {1908.04388},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04950,
author = {Catalina Cangea and
Eugene Belilovsky and
Pietro Li{\`{o}} and
Aaron C. Courville},
title = {VideoNavQA: Bridging the Gap between Visual and Embodied Question
Answering},
journal = {CoRR},
volume = {abs/1908.04950},
year = {2019},
url = {http://arxiv.org/abs/1908.04950},
eprinttype = {arXiv},
eprint = {1908.04950},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02128,
author = {Philip Paquette and
Yuchen Lu and
Steven Bocco and
Max O. Smith and
Satya Ortiz{-}Gagne and
Jonathan K. Kummerfeld and
Satinder Singh and
Joelle Pineau and
Aaron C. Courville},
title = {No Press Diplomacy: Modeling Multi-Agent Gameplay},
journal = {CoRR},
volume = {abs/1909.02128},
year = {2019},
url = {http://arxiv.org/abs/1909.02128},
eprinttype = {arXiv},
eprint = {1909.02128},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06711,
author = {Kundan Kumar and
Rithesh Kumar and
Thibault de Boissiere and
Lucas Gestin and
Wei Zhen Teoh and
Jose Sotelo and
Alexandre de Br{\'{e}}bisson and
Yoshua Bengio and
Aaron C. Courville},
title = {MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis},
journal = {CoRR},
volume = {abs/1910.06711},
year = {2019},
url = {http://arxiv.org/abs/1910.06711},
eprinttype = {arXiv},
eprint = {1910.06711},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09570,
author = {Shawn Tan and
Guillaume Androz and
Ahmad Chamseddine and
Pierre Fecteau and
Aaron C. Courville and
Yoshua Bengio and
Joseph Paul Cohen},
title = {Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia
Subtype Discovery},
journal = {CoRR},
volume = {abs/1910.09570},
year = {2019},
url = {http://arxiv.org/abs/1910.09570},
eprinttype = {arXiv},
eprint = {1910.09570},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13466,
author = {Yikang Shen and
Shawn Tan and
Seyedarian Hosseini and
Zhouhan Lin and
Alessandro Sordoni and
Aaron C. Courville},
title = {Ordered Memory},
journal = {CoRR},
volume = {abs/1910.13466},
year = {2019},
url = {http://arxiv.org/abs/1910.13466},
eprinttype = {arXiv},
eprint = {1910.13466},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05248,
author = {Sara Hooker and
Aaron C. Courville and
Yann N. Dauphin and
Andrea Frome},
title = {Selective Brain Damage: Measuring the Disparate Impact of Model Pruning},
journal = {CoRR},
volume = {abs/1911.05248},
year = {2019},
url = {http://arxiv.org/abs/1911.05248},
eprinttype = {arXiv},
eprint = {1911.05248},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05783,
author = {Dzmitry Bahdanau and
Harm de Vries and
Timothy J. O'Donnell and
Shikhar Murty and
Philippe Beaudoin and
Yoshua Bengio and
Aaron C. Courville},
title = {{CLOSURE:} Assessing Systematic Generalization of {CLEVR} Models},
journal = {CoRR},
volume = {abs/1912.05783},
year = {2019},
url = {http://arxiv.org/abs/1912.05783},
eprinttype = {arXiv},
eprint = {1912.05783},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-05783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PerezSVDC18,
author = {Ethan Perez and
Florian Strub and
Harm de Vries and
Vincent Dumoulin and
Aaron C. Courville},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {FiLM: Visual Reasoning with a General Conditioning Layer},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3942--3951},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11671},
doi = {10.1609/AAAI.V32I1.11671},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PerezSVDC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BengioSCJLS18,
author = {Yikang Shen and
Zhouhan Lin and
Athul Paul Jacob and
Alessandro Sordoni and
Aaron C. Courville and
Yoshua Bengio},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Straight to the Tree: Constituency Parsing with Neural Syntactic Distance},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {1171--1180},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1108/},
doi = {10.18653/V1/P18-1108},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BengioSCJLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/GolemoTCO18,
author = {Florian Golemo and
Adrien Ali Ta{\"{\i}}ga and
Aaron C. Courville and
Pierre{-}Yves Oudeyer},
title = {Sim-to-Real Transfer with Neural-Augmented Robot Simulation},
booktitle = {2nd Annual Conference on Robot Learning, CoRL 2018, Z{\"{u}}rich,
Switzerland, 29-31 October 2018, Proceedings},
series = {Proceedings of Machine Learning Research},
volume = {87},
pages = {817--828},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v87/golemo18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:24 +0200},
biburl = {https://dblp.org/rec/conf/corl/GolemoTCO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/StrubSPVMPCP18,
author = {Florian Strub and
Mathieu Seurin and
Ethan Perez and
Harm de Vries and
J{\'{e}}r{\'{e}}mie Mary and
Philippe Preux and
Aaron C. Courville and
Olivier Pietquin},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Visual Reasoning with Multi-hop Feature Modulation},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {11209},
pages = {808--831},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01228-1\_48},
doi = {10.1007/978-3-030-01228-1\_48},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/StrubSPVMPCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BrodeurPAGCSRLC18,
author = {Simon Brodeur and
Ethan Perez and
Ankesh Anand and
Florian Golemo and
Luca Celotti and
Florian Strub and
Jean Rouat and
Hugo Larochelle and
Aaron C. Courville},
title = {HoME: a Household Multimodal Environment},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=B1pJ3dkwG},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BrodeurPAGCSRLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShenLHC18,
author = {Yikang Shen and
Zhouhan Lin and
Chin{-}Wei Huang and
Aaron C. Courville},
title = {Neural Language Modeling by Jointly Learning Syntax and Lexicon},
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=rkgOLb-0W},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShenLHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlmahairiRSBC18,
author = {Amjad Almahairi and
Sai Rajeswar and
Alessandro Sordoni and
Philip Bachman and
Aaron C. Courville},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data},
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 = {195--204},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/almahairi18a.html},
timestamp = {Sat, 28 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AlmahairiRSBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BelghaziBROBHC18,
author = {Mohamed Ishmael Belghazi and
Aristide Baratin and
Sai Rajeswar and
Sherjil Ozair and
Yoshua Bengio and
R. Devon Hjelm and
Aaron C. Courville},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Mutual Information Neural Estimation},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {530--539},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/belghazi18a.html},
timestamp = {Sat, 28 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BelghaziBROBHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangKLC18,
author = {Chin{-}Wei Huang and
David Krueger and
Alexandre Lacoste and
Aaron C. Courville},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Neural Autoregressive Flows},
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 = {2083--2092},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/huang18d.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangKLC18.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/HuangTLC18,
author = {Chin{-}Wei Huang and
Shawn Tan and
Alexandre Lacoste and
Aaron C. Courville},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Improving Explorability in Variational Inference with Annealed Variational
Objectives},
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 = {9724--9734},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/65b0df23fd2d449ae1e4b2d27151d73b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangTLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04062,
author = {Ishmael Belghazi and
Sai Rajeswar and
Aristide Baratin and
R. Devon Hjelm and
Aaron C. Courville},
title = {{MINE:} Mutual Information Neural Estimation},
journal = {CoRR},
volume = {abs/1801.04062},
year = {2018},
url = {http://arxiv.org/abs/1801.04062},
eprinttype = {arXiv},
eprint = {1801.04062},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-04062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01071,
author = {Mohamed Ishmael Belghazi and
Sai Rajeswar and
Olivier Mastropietro and
Negar Rostamzadeh and
Jovana Mitrovic and
Aaron C. Courville},
title = {Hierarchical Adversarially Learned Inference},
journal = {CoRR},
volume = {abs/1802.01071},
year = {2018},
url = {http://arxiv.org/abs/1802.01071},
eprinttype = {arXiv},
eprint = {1802.01071},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10151,
author = {Amjad Almahairi and
Sai Rajeswar and
Alessandro Sordoni and
Philip Bachman and
Aaron C. Courville},
title = {Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data},
journal = {CoRR},
volume = {abs/1802.10151},
year = {2018},
url = {http://arxiv.org/abs/1802.10151},
eprinttype = {arXiv},
eprint = {1802.10151},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-10151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02710,
author = {Yikang Shen and
Shawn Tan and
Chin{-}Wei Huang and
Aaron C. Courville},
title = {Generating Contradictory, Neutral, and Entailing Sentences},
journal = {CoRR},
volume = {abs/1803.02710},
year = {2018},
url = {http://arxiv.org/abs/1803.02710},
eprinttype = {arXiv},
eprint = {1803.02710},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00779,
author = {Chin{-}Wei Huang and
David Krueger and
Alexandre Lacoste and
Aaron C. Courville},
title = {Neural Autoregressive Flows},
journal = {CoRR},
volume = {abs/1804.00779},
year = {2018},
url = {http://arxiv.org/abs/1804.00779},
eprinttype = {arXiv},
eprint = {1804.00779},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04168,
author = {Yikang Shen and
Zhouhan Lin and
Athul Paul Jacob and
Alessandro Sordoni and
Aaron C. Courville and
Yoshua Bengio},
title = {Straight to the Tree: Constituency Parsing with Neural Syntactic Distance},
journal = {CoRR},
volume = {abs/1806.04168},
year = {2018},
url = {http://arxiv.org/abs/1806.04168},
eprinttype = {arXiv},
eprint = {1806.04168},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05236,
author = {Vikas Verma and
Alex Lamb and
Christopher Beckham and
Aaron C. Courville and
Ioannis Mitliagkas and
Yoshua Bengio},
title = {Manifold Mixup: Encouraging Meaningful On-Manifold Interpolation as
a Regularizer},
journal = {CoRR},
volume = {abs/1806.05236},
year = {2018},
url = {http://arxiv.org/abs/1806.05236},
eprinttype = {arXiv},
eprint = {1806.05236},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06875,
author = {Amjad Almahairi and
Kyle Kastner and
Kyunghyun Cho and
Aaron C. Courville},
title = {Learning Distributed Representations from Reviews for Collaborative
Filtering},
journal = {CoRR},
volume = {abs/1806.06875},
year = {2018},
url = {http://arxiv.org/abs/1806.06875},
eprinttype = {arXiv},
eprint = {1806.06875},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08734,
author = {Nasim Rahaman and
Devansh Arpit and
Aristide Baratin and
Felix Draxler and
Min Lin and
Fred A. Hamprecht and
Yoshua Bengio and
Aaron C. Courville},
title = {On the Spectral Bias of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1806.08734},
year = {2018},
url = {http://arxiv.org/abs/1806.08734},
eprinttype = {arXiv},
eprint = {1806.08734},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04446,
author = {Florian Strub and
Mathieu Seurin and
Ethan Perez and
Harm de Vries and
J{\'{e}}r{\'{e}}mie Mary and
Philippe Preux and
Aaron C. Courville and
Olivier Pietquin},
title = {Visual Reasoning with Multi-hop Feature Modulation},
journal = {CoRR},
volume = {abs/1808.04446},
year = {2018},
url = {http://arxiv.org/abs/1808.04446},
eprinttype = {arXiv},
eprint = {1808.04446},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09819,
author = {Adrien Ali Ta{\"{\i}}ga and
Aaron C. Courville and
Marc G. Bellemare},
title = {Approximate Exploration through State Abstraction},
journal = {CoRR},
volume = {abs/1808.09819},
year = {2018},
url = {http://arxiv.org/abs/1808.09819},
eprinttype = {arXiv},
eprint = {1808.09819},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01818,
author = {Chin{-}Wei Huang and
Shawn Tan and
Alexandre Lacoste and
Aaron C. Courville},
title = {Improving Explorability in Variational Inference with Annealed Variational
Objectives},
journal = {CoRR},
volume = {abs/1809.01818},
year = {2018},
url = {http://arxiv.org/abs/1809.01818},
eprinttype = {arXiv},
eprint = {1809.01818},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06848,
author = {Remi Tachet des Combes and
Mohammad Pezeshki and
Samira Shabanian and
Aaron C. Courville and
Yoshua Bengio},
title = {On the Learning Dynamics of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1809.06848},
year = {2018},
url = {http://arxiv.org/abs/1809.06848},
eprinttype = {arXiv},
eprint = {1809.06848},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-06848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09536,
author = {Yikang Shen and
Shawn Tan and
Alessandro Sordoni and
Aaron C. Courville},
title = {Ordered Neurons: Integrating Tree Structures into Recurrent Neural
Networks},
journal = {CoRR},
volume = {abs/1810.09536},
year = {2018},
url = {http://arxiv.org/abs/1810.09536},
eprinttype = {arXiv},
eprint = {1810.09536},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05013,
author = {Ankesh Anand and
Eugene Belilovsky and
Kyle Kastner and
Hugo Larochelle and
Aaron C. Courville},
title = {Blindfold Baselines for Embodied {QA}},
journal = {CoRR},
volume = {abs/1811.05013},
year = {2018},
url = {http://arxiv.org/abs/1811.05013},
eprinttype = {arXiv},
eprint = {1811.05013},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07240,
author = {Kyle Kastner and
Jo{\~{a}}o Felipe Santos and
Yoshua Bengio and
Aaron C. Courville},
title = {Representation Mixing for {TTS} Synthesis},
journal = {CoRR},
volume = {abs/1811.07240},
year = {2018},
url = {http://arxiv.org/abs/1811.07240},
eprinttype = {arXiv},
eprint = {1811.07240},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07426,
author = {Kyle Kastner and
Rithesh Kumar and
Tim Cooijmans and
Aaron C. Courville},
title = {Harmonic Recomposition using Conditional Autoregressive Modeling},
journal = {CoRR},
volume = {abs/1811.07426},
year = {2018},
url = {http://arxiv.org/abs/1811.07426},
eprinttype = {arXiv},
eprint = {1811.07426},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10097,
author = {Johanna Hansen and
Kyle Kastner and
Aaron C. Courville and
Gregory Dudek},
title = {Planning in Dynamic Environments with Conditional Autoregressive Models},
journal = {CoRR},
volume = {abs/1811.10097},
year = {2018},
url = {http://arxiv.org/abs/1811.10097},
eprinttype = {arXiv},
eprint = {1811.10097},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12889,
author = {Dzmitry Bahdanau and
Shikhar Murty and
Michael Noukhovitch and
Thien Huu Nguyen and
Harm de Vries and
Aaron C. Courville},
title = {Systematic Generalization: What Is Required and Can It Be Learned?},
journal = {CoRR},
volume = {abs/1811.12889},
year = {2018},
url = {http://arxiv.org/abs/1811.12889},
eprinttype = {arXiv},
eprint = {1811.12889},
timestamp = {Mon, 03 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01180,
author = {Lucas Caccia and
Herke van Hoof and
Aaron C. Courville and
Joelle Pineau},
title = {Deep Generative Modeling of LiDAR Data},
journal = {CoRR},
volume = {abs/1812.01180},
year = {2018},
url = {http://arxiv.org/abs/1812.01180},
eprinttype = {arXiv},
eprint = {1812.01180},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01180.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/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}
}
@inproceedings{DBLP:conf/aaai/SerbanKTTZBC17,
author = {Iulian Vlad Serban and
Tim Klinger and
Gerald Tesauro and
Kartik Talamadupula and
Bowen Zhou and
Yoshua Bengio and
Aaron C. Courville},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Multiresolution Recurrent Neural Networks: An Application to Dialogue
Response Generation},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {3288--3294},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10984},
doi = {10.1609/AAAI.V31I1.10984},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SerbanKTTZBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SerbanSLCPCB17,
author = {Iulian Vlad Serban and
Alessandro Sordoni and
Ryan Lowe and
Laurent Charlin and
Joelle Pineau and
Aaron C. Courville and
Yoshua Bengio},
editor = {Satinder Singh and
Shaul Markovitch},
title = {A Hierarchical Latent Variable Encoder-Decoder Model for Generating
Dialogues},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {3295--3301},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10983},
doi = {10.1609/AAAI.V31I1.10983},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SerbanSLCPCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VriesSCPLC17,
author = {Harm de Vries and
Florian Strub and
Sarath Chandar and
Olivier Pietquin and
Hugo Larochelle and
Aaron C. Courville},
title = {GuessWhat?! Visual Object Discovery through Multi-modal Dialogue},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {4466--4475},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.475},
doi = {10.1109/CVPR.2017.475},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/VriesSCPLC17.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/emnlp/SerbanOPC17a,
author = {Iulian Vlad Serban and
Alexander Ororbia and
Joelle Pineau and
Aaron C. Courville},
editor = {Kai{-}Wei Chang and
Ming{-}Wei Chang and
Vivek Srikumar and
Alexander M. Rush},
title = {Piecewise Latent Variables for Neural Variational Text Processing},
booktitle = {Proceedings of the 2nd Workshop on Structured Prediction for Natural
Language Processing, SPNLP@EMNLP, Copenhagen, Denmark, September 2017},
pages = {52--62},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-4308},
doi = {10.18653/V1/W17-4308},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SerbanOPC17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SerbanOPC17,
author = {Iulian Vlad Serban and
Alexander G. Ororbia II and
Joelle Pineau and
Aaron C. Courville},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {Piecewise Latent Variables for Neural Variational Text Processing},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {422--432},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1043},
doi = {10.18653/V1/D17-1043},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SerbanOPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BahdanauBXGLPCB17,
author = {Dzmitry Bahdanau and
Philemon Brakel and
Kelvin Xu and
Anirudh Goyal and
Ryan Lowe and
Joelle Pineau and
Aaron C. Courville and
Yoshua Bengio},
title = {An Actor-Critic Algorithm for Sequence Prediction},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=SJDaqqveg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BahdanauBXGLPCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CooijmansBLGC17,
author = {Tim Cooijmans and
Nicolas Ballas and
C{\'{e}}sar Laurent and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Aaron C. Courville},
title = {Recurrent Batch Normalization},
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=r1VdcHcxx},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CooijmansBLGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DaiABHC17,
author = {Zihang Dai and
Amjad Almahairi and
Philip Bachman and
Eduard H. Hovy and
Aaron C. Courville},
title = {Calibrating Energy-based Generative Adversarial Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=SyxeqhP9ll},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DaiABHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DumoulinBPLAMC17,
author = {Vincent Dumoulin and
Ishmael Belghazi and
Ben Poole and
Alex Lamb and
Mart{\'{\i}}n Arjovsky and
Olivier Mastropietro and
Aaron C. Courville},
title = {Adversarially Learned Inference},
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=B1ElR4cgg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DumoulinBPLAMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GulrajaniKATVVC17,
author = {Ishaan Gulrajani and
Kundan Kumar and
Faruk Ahmed and
Adrien Ali Ta{\"{\i}}ga and
Francesco Visin and
David V{\'{a}}zquez and
Aaron C. Courville},
title = {PixelVAE: {A} Latent Variable Model for Natural Images},
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=BJKYvt5lg},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GulrajaniKATVVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KruegerBJAKMBFC17,
author = {David Krueger and
Nicolas Ballas and
Stanislaw Jastrzebski and
Devansh Arpit and
Maxinder S. Kanwal and
Tegan Maharaj and
Emmanuel Bengio and
Asja Fischer and
Aaron C. Courville},
title = {Deep Nets Don't Learn via Memorization},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=rJv6ZgHYg},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KruegerBJAKMBFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KruegerMKPBKGBC17,
author = {David Krueger and
Tegan Maharaj and
J{\'{a}}nos Kram{\'{a}}r and
Mohammad Pezeshki and
Nicolas Ballas and
Nan Rosemary Ke and
Anirudh Goyal and
Yoshua Bengio and
Aaron C. Courville and
Christopher J. Pal},
title = {Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=rJqBEPcxe},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KruegerMKPBKGBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MehriKGKJSCB17,
author = {Soroush Mehri and
Kundan Kumar and
Ishaan Gulrajani and
Rithesh Kumar and
Shubham Jain and
Jose Sotelo and
Aaron C. Courville and
Yoshua Bengio},
title = {SampleRNN: An Unconditional End-to-End Neural Audio Generation Model},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=SkxKPDv5xl},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MehriKGKJSCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MirzaCB17,
author = {Mehdi Mirza and
Aaron C. Courville and
Yoshua Bengio},
title = {Generalizable Features From Unsupervised Learning},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=BynzZolYg},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MirzaCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SoteloMKSKCB17,
author = {Jose Sotelo and
Soroush Mehri and
Kundan Kumar and
Jo{\~{a}}o Felipe Santos and
Kyle Kastner and
Aaron C. Courville and
Yoshua Bengio},
title = {Char2Wav: End-to-End Speech Synthesis},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=B1VWyySKx},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SoteloMKSKCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ArpitJBKBKMFCBL17,
author = {Devansh Arpit and
Stanislaw Jastrzebski and
Nicolas Ballas and
David Krueger and
Emmanuel Bengio and
Maxinder S. Kanwal and
Tegan Maharaj and
Asja Fischer and
Aaron C. Courville and
Yoshua Bengio and
Simon Lacoste{-}Julien},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Closer Look at Memorization in Deep Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {233--242},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/arpit17a.html},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ArpitJBKBKMFCBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/StrubVMPCP17,
author = {Florian Strub and
Harm de Vries and
J{\'{e}}r{\'{e}}mie Mary and
Bilal Piot and
Aaron C. Courville and
Olivier Pietquin},
editor = {Carles Sierra},
title = {End-to-end optimization of goal-driven and visually grounded dialogue
systems},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2765--2771},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/385},
doi = {10.24963/IJCAI.2017/385},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/StrubVMPCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/HuangCRCE17,
author = {Cheng{-}Zhi Anna Huang and
Tim Cooijmans and
Adam Roberts and
Aaron C. Courville and
Douglas Eck},
editor = {Sally Jo Cunningham and
Zhiyao Duan and
Xiao Hu and
Douglas Turnbull},
title = {Counterpoint by Convolution},
booktitle = {Proceedings of the 18th International Society for Music Information
Retrieval Conference, {ISMIR} 2017, Suzhou, China, October 23-27,
2017},
pages = {211--218},
year = {2017},
url = {https://ismir2017.smcnus.org/wp-content/uploads/2017/10/187\_Paper.pdf},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/HuangCRCE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LambHGCCB17,
author = {Alex Lamb and
R. Devon Hjelm and
Yaroslav Ganin and
Joseph Paul Cohen and
Aaron C. Courville and
Yoshua Bengio},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {GibbsNet: Iterative Adversarial Inference for Deep Graphical Models},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5089--5098},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/30f8f6b940d1073d8b6a5eebc46dd6e5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/LambHGCCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GulrajaniAADC17,
author = {Ishaan Gulrajani and
Faruk Ahmed and
Mart{\'{\i}}n Arjovsky and
Vincent Dumoulin and
Aaron C. Courville},
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 = {Improved Training of Wasserstein GANs},
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 = {5767--5777},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/892c3b1c6dccd52936e27cbd0ff683d6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GulrajaniAADC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VriesSMLPC17,
author = {Harm de Vries and
Florian Strub and
J{\'{e}}r{\'{e}}mie Mary and
Hugo Larochelle and
Olivier Pietquin and
Aaron C. Courville},
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 = {Modulating early visual processing by language},
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 = {6594--6604},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/6fab6e3aa34248ec1e34a4aeedecddc8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VriesSMLPC17.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/ZhangPBZLBC17,
author = {Ying Zhang and
Mohammad Pezeshki and
Philemon Brakel and
Saizheng Zhang and
C{\'{e}}sar Laurent and
Yoshua Bengio and
Aaron C. Courville},
title = {Towards End-to-End Speech Recognition with Deep Convolutional Neural
Networks},
journal = {CoRR},
volume = {abs/1701.02720},
year = {2017},
url = {http://arxiv.org/abs/1701.02720},
eprinttype = {arXiv},
eprint = {1701.02720},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangPBZLBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiABHC17,
author = {Zihang Dai and
Amjad Almahairi and
Philip Bachman and
Eduard H. Hovy and
Aaron C. Courville},
title = {Calibrating Energy-based Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1702.01691},
year = {2017},
url = {http://arxiv.org/abs/1702.01691},
eprinttype = {arXiv},
eprint = {1702.01691},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiABHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StrubVMPCP17,
author = {Florian Strub and
Harm de Vries and
J{\'{e}}r{\'{e}}mie Mary and
Bilal Piot and
Aaron C. Courville and
Olivier Pietquin},
title = {End-to-end optimization of goal-driven and visually grounded dialogue
systems},
journal = {CoRR},
volume = {abs/1703.05423},
year = {2017},
url = {http://arxiv.org/abs/1703.05423},
eprinttype = {arXiv},
eprint = {1703.05423},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StrubVMPCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GulrajaniAADC17,
author = {Ishaan Gulrajani and
Faruk Ahmed and
Mart{\'{\i}}n Arjovsky and
Vincent Dumoulin and
Aaron C. Courville},
title = {Improved Training of Wasserstein GANs},
journal = {CoRR},
volume = {abs/1704.00028},
year = {2017},
url = {http://arxiv.org/abs/1704.00028},
eprinttype = {arXiv},
eprint = {1704.00028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GulrajaniAADC17.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/ArpitJBKBKMFCBL17,
author = {Devansh Arpit and
Stanislaw Jastrzebski and
Nicolas Ballas and
David Krueger and
Emmanuel Bengio and
Maxinder S. Kanwal and
Tegan Maharaj and
Asja Fischer and
Aaron C. Courville and
Yoshua Bengio and
Simon Lacoste{-}Julien},
title = {A Closer Look at Memorization in Deep Networks},
journal = {CoRR},
volume = {abs/1706.05394},
year = {2017},
url = {http://arxiv.org/abs/1706.05394},
eprinttype = {arXiv},
eprint = {1706.05394},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ArpitJBKBKMFCBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VriesSMLPC17,
author = {Harm de Vries and
Florian Strub and
J{\'{e}}r{\'{e}}mie Mary and
Hugo Larochelle and
Olivier Pietquin and
Aaron C. Courville},
title = {Modulating early visual processing by language},
journal = {CoRR},
volume = {abs/1707.00683},
year = {2017},
url = {http://arxiv.org/abs/1707.00683},
eprinttype = {arXiv},
eprint = {1707.00683},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VriesSMLPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PerezVSDC17,
author = {Ethan Perez and
Harm de Vries and
Florian Strub and
Vincent Dumoulin and
Aaron C. Courville},
title = {Learning Visual Reasoning Without Strong Priors},
journal = {CoRR},
volume = {abs/1707.03017},
year = {2017},
url = {http://arxiv.org/abs/1707.03017},
eprinttype = {arXiv},
eprint = {1707.03017},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PerezVSDC17.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-1709-07871,
author = {Ethan Perez and
Florian Strub and
Harm de Vries and
Vincent Dumoulin and
Aaron C. Courville},
title = {FiLM: Visual Reasoning with a General Conditioning Layer},
journal = {CoRR},
volume = {abs/1709.07871},
year = {2017},
url = {http://arxiv.org/abs/1709.07871},
eprinttype = {arXiv},
eprint = {1709.07871},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-02248,
author = {Chin{-}Wei Huang and
Ahmed Touati and
Laurent Dinh and
Michal Drozdzal and
Mohammad Havaei and
Laurent Charlin and
Aaron C. Courville},
title = {Learnable Explicit Density for Continuous Latent Space and Variational
Inference},
journal = {CoRR},
volume = {abs/1710.02248},
year = {2017},
url = {http://arxiv.org/abs/1710.02248},
eprinttype = {arXiv},
eprint = {1710.02248},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-02248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-04759,
author = {David Krueger and
Chin{-}Wei Huang and
Riashat Islam and
Ryan Turner and
Alexandre Lacoste and
Aaron C. Courville},
title = {Bayesian Hypernetworks},
journal = {CoRR},
volume = {abs/1710.04759},
year = {2017},
url = {http://arxiv.org/abs/1710.04759},
eprinttype = {arXiv},
eprint = {1710.04759},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-04759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02013,
author = {Yikang Shen and
Zhouhan Lin and
Chin{-}Wei Huang and
Aaron C. Courville},
title = {Neural Language Modeling by Jointly Learning Syntax and Lexicon},
journal = {CoRR},
volume = {abs/1711.02013},
year = {2017},
url = {http://arxiv.org/abs/1711.02013},
eprinttype = {arXiv},
eprint = {1711.02013},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11017,
author = {Simon Brodeur and
Ethan Perez and
Ankesh Anand and
Florian Golemo and
Luca Celotti and
Florian Strub and
Jean Rouat and
Hugo Larochelle and
Aaron C. Courville},
title = {HoME: a Household Multimodal Environment},
journal = {CoRR},
volume = {abs/1711.11017},
year = {2017},
url = {http://arxiv.org/abs/1711.11017},
eprinttype = {arXiv},
eprint = {1711.11017},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-11017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04120,
author = {Alex Lamb and
R. Devon Hjelm and
Yaroslav Ganin and
Joseph Paul Cohen and
Aaron C. Courville and
Yoshua Bengio},
title = {GibbsNet: Iterative Adversarial Inference for Deep Graphical Models},
journal = {CoRR},
volume = {abs/1712.04120},
year = {2017},
url = {http://arxiv.org/abs/1712.04120},
eprinttype = {arXiv},
eprint = {1712.04120},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0040158,
author = {Ian J. Goodfellow and
Yoshua Bengio and
Aaron C. Courville},
title = {Deep Learning},
series = {Adaptive computation and machine learning},
publisher = {{MIT} Press},
year = {2016},
url = {http://www.deeplearningbook.org/},
isbn = {978-0-262-03561-3},
timestamp = {Sat, 25 Mar 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/0040158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/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/aaai/SerbanSBCP16,
author = {Iulian Vlad Serban and
Alessandro Sordoni and
Yoshua Bengio and
Aaron C. Courville and
Joelle Pineau},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Building End-To-End Dialogue Systems Using Generative Hierarchical
Neural Network Models},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3776--3784},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9883},
doi = {10.1609/AAAI.V30I1.9883},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SerbanSBCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SerbanGGACCB16,
author = {Iulian Vlad Serban and
Alberto Garc{\'{\i}}a{-}Dur{\'{a}}n and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Sungjin Ahn and
Sarath Chandar and
Aaron C. Courville and
Yoshua Bengio},
title = {Generating Factoid Questions With Recurrent Neural Networks: The 30M
Factoid Question-Answer Corpus},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1056},
doi = {10.18653/V1/P16-1056},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SerbanGGACCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VisinRCMCKBC16,
author = {Francesco Visin and
Adriana Romero and
Kyunghyun Cho and
Matteo Matteucci and
Marco Ciccone and
Kyle Kastner and
Yoshua Bengio and
Aaron C. Courville},
title = {ReSeg: {A} Recurrent Neural Network-Based Model for Semantic Segmentation},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2016, Las Vegas, NV, USA, June 26 - July
1, 2016},
pages = {426--433},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPRW.2016.60},
doi = {10.1109/CVPRW.2016.60},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/VisinRCMCKBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VriesMC16,
author = {Harm de Vries and
Roland Memisevic and
Aaron C. Courville},
title = {Deep Learning Vector Quantization},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-112.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VriesMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PezeshkiFBCB16,
author = {Mohammad Pezeshki and
Linxi Fan and
Philemon Brakel and
Aaron C. Courville and
Yoshua Bengio},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Deconstructing the Ladder Network Architecture},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2368--2376},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/pezeshki16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/PezeshkiFBCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlmahairiBCZLC16,
author = {Amjad Almahairi and
Nicolas Ballas and
Tim Cooijmans and
Yin Zheng and
Hugo Larochelle and
Aaron C. Courville},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Dynamic Capacity Networks},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2549--2558},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/almahairi16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AlmahairiBCZLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ZhangPBZLBC16,
author = {Ying Zhang and
Mohammad Pezeshki and
Phil{\'{e}}mon Brakel and
Saizheng Zhang and
C{\'{e}}sar Laurent and
Yoshua Bengio and
Aaron C. Courville},
editor = {Nelson Morgan},
title = {Towards End-to-End Speech Recognition with Deep Convolutional Neural
Networks},
booktitle = {Interspeech 2016, 17th Annual Conference of the International Speech
Communication Association, San Francisco, CA, USA, September 8-12,
2016},
pages = {410--414},
publisher = {{ISCA}},
year = {2016},
url = {https://doi.org/10.21437/Interspeech.2016-1446},
doi = {10.21437/INTERSPEECH.2016-1446},
timestamp = {Mon, 26 Jun 2023 16:43:56 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ZhangPBZLBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoyalLZZCB16,
author = {Anirudh Goyal and
Alex Lamb and
Ying Zhang and
Saizheng Zhang and
Aaron C. Courville and
Yoshua Bengio},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Professor Forcing: {A} New Algorithm for Training Recurrent Networks},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4601--4609},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/16026d60ff9b54410b3435b403afd226-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoyalLZZCB16.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/LambDC16,
author = {Alex Lamb and
Vincent Dumoulin and
Aaron C. Courville},
title = {Discriminative Regularization for Generative Models},
journal = {CoRR},
volume = {abs/1602.03220},
year = {2016},
url = {http://arxiv.org/abs/1602.03220},
eprinttype = {arXiv},
eprint = {1602.03220},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LambDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanGGACCB16,
author = {Iulian Vlad Serban and
Alberto Garc{\'{\i}}a{-}Dur{\'{a}}n and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Sungjin Ahn and
Sarath Chandar and
Aaron C. Courville and
Yoshua Bengio},
title = {Generating Factoid Questions With Recurrent Neural Networks: The 30M
Factoid Question-Answer Corpus},
journal = {CoRR},
volume = {abs/1603.06807},
year = {2016},
url = {http://arxiv.org/abs/1603.06807},
eprinttype = {arXiv},
eprint = {1603.06807},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanGGACCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CooijmansBLC16,
author = {Tim Cooijmans and
Nicolas Ballas and
C{\'{e}}sar Laurent and
Aaron C. Courville},
title = {Recurrent Batch Normalization},
journal = {CoRR},
volume = {abs/1603.09025},
year = {2016},
url = {http://arxiv.org/abs/1603.09025},
eprinttype = {arXiv},
eprint = {1603.09025},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CooijmansBLC16.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/SerbanSLCPCB16,
author = {Iulian Vlad Serban and
Alessandro Sordoni and
Ryan Lowe and
Laurent Charlin and
Joelle Pineau and
Aaron C. Courville and
Yoshua Bengio},
title = {A Hierarchical Latent Variable Encoder-Decoder Model for Generating
Dialogues},
journal = {CoRR},
volume = {abs/1605.06069},
year = {2016},
url = {http://arxiv.org/abs/1605.06069},
eprinttype = {arXiv},
eprint = {1605.06069},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanSLCPCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DumoulinBPLAMC16,
author = {Vincent Dumoulin and
Ishmael Belghazi and
Ben Poole and
Alex Lamb and
Mart{\'{\i}}n Arjovsky and
Olivier Mastropietro and
Aaron C. Courville},
title = {Adversarially Learned Inference},
journal = {CoRR},
volume = {abs/1606.00704},
year = {2016},
url = {http://arxiv.org/abs/1606.00704},
eprinttype = {arXiv},
eprint = {1606.00704},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DumoulinBPLAMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanKTTZBC16,
author = {Iulian Vlad Serban and
Tim Klinger and
Gerald Tesauro and
Kartik Talamadupula and
Bowen Zhou and
Yoshua Bengio and
Aaron C. Courville},
title = {Multiresolution Recurrent Neural Networks: An Application to Dialogue
Response Generation},
journal = {CoRR},
volume = {abs/1606.00776},
year = {2016},
url = {http://arxiv.org/abs/1606.00776},
eprinttype = {arXiv},
eprint = {1606.00776},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanKTTZBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KruegerMKPBKGBL16,
author = {David Krueger and
Tegan Maharaj and
J{\'{a}}nos Kram{\'{a}}r and
Mohammad Pezeshki and
Nicolas Ballas and
Nan Rosemary Ke and
Anirudh Goyal and
Yoshua Bengio and
Hugo Larochelle and
Aaron C. Courville and
Chris Pal},
title = {Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations},
journal = {CoRR},
volume = {abs/1606.01305},
year = {2016},
url = {http://arxiv.org/abs/1606.01305},
eprinttype = {arXiv},
eprint = {1606.01305},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KruegerMKPBKGBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlmahairiCHC16,
author = {Amjad Almahairi and
Kyunghyun Cho and
Nizar Habash and
Aaron C. Courville},
title = {First Result on Arabic Neural Machine Translation},
journal = {CoRR},
volume = {abs/1606.02680},
year = {2016},
url = {http://arxiv.org/abs/1606.02680},
eprinttype = {arXiv},
eprint = {1606.02680},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlmahairiCHC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BahdanauBXGLPCB16,
author = {Dzmitry Bahdanau and
Philemon Brakel and
Kelvin Xu and
Anirudh Goyal and
Ryan Lowe and
Joelle Pineau and
Aaron C. Courville and
Yoshua Bengio},
title = {An Actor-Critic Algorithm for Sequence Prediction},
journal = {CoRR},
volume = {abs/1607.07086},
year = {2016},
url = {http://arxiv.org/abs/1607.07086},
eprinttype = {arXiv},
eprint = {1607.07086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BahdanauBXGLPCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LambGZZCB16,
author = {Alex Lamb and
Anirudh Goyal and
Ying Zhang and
Saizheng Zhang and
Aaron C. Courville and
Yoshua Bengio},
title = {Professor Forcing: {A} New Algorithm for Training Recurrent Networks},
journal = {CoRR},
volume = {abs/1610.09038},
year = {2016},
url = {http://arxiv.org/abs/1610.09038},
eprinttype = {arXiv},
eprint = {1610.09038},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LambGZZCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GulrajaniKATVVC16,
author = {Ishaan Gulrajani and
Kundan Kumar and
Faruk Ahmed and
Adrien Ali Ta{\"{\i}}ga and
Francesco Visin and
David V{\'{a}}zquez and
Aaron C. Courville},
title = {PixelVAE: {A} Latent Variable Model for Natural Images},
journal = {CoRR},
volume = {abs/1611.05013},
year = {2016},
url = {http://arxiv.org/abs/1611.05013},
eprinttype = {arXiv},
eprint = {1611.05013},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GulrajaniKATVVC16.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/VriesSCPLC16,
author = {Harm de Vries and
Florian Strub and
Sarath Chandar and
Olivier Pietquin and
Hugo Larochelle and
Aaron C. Courville},
title = {GuessWhat?! Visual object discovery through multi-modal dialogue},
journal = {CoRR},
volume = {abs/1611.08481},
year = {2016},
url = {http://arxiv.org/abs/1611.08481},
eprinttype = {arXiv},
eprint = {1611.08481},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VriesSCPLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanOPC16,
author = {Iulian Vlad Serban and
Alexander G. Ororbia II and
Joelle Pineau and
Aaron C. Courville},
title = {Multi-modal Variational Encoder-Decoders},
journal = {CoRR},
volume = {abs/1612.00377},
year = {2016},
url = {http://arxiv.org/abs/1612.00377},
eprinttype = {arXiv},
eprint = {1612.00377},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanOPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VazquezBSFLRDC16,
author = {David V{\'{a}}zquez and
Jorge Bernal and
Francisco Javier S{\'{a}}nchez and
Gloria Fern{\'{a}}ndez{-}Esparrach and
Antonio M. L{\'{o}}pez and
Adriana Romero and
Michal Drozdzal and
Aaron C. Courville},
title = {A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images},
journal = {CoRR},
volume = {abs/1612.00799},
year = {2016},
url = {http://arxiv.org/abs/1612.00799},
eprinttype = {arXiv},
eprint = {1612.00799},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VazquezBSFLRDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirzaCB16,
author = {Mehdi Mirza and
Aaron C. Courville and
Yoshua Bengio},
title = {Generalizable Features From Unsupervised Learning},
journal = {CoRR},
volume = {abs/1612.03809},
year = {2016},
url = {http://arxiv.org/abs/1612.03809},
eprinttype = {arXiv},
eprint = {1612.03809},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MirzaCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MehriKGKJSCB16,
author = {Soroush Mehri and
Kundan Kumar and
Ishaan Gulrajani and
Rithesh Kumar and
Shubham Jain and
Jose Sotelo and
Aaron C. Courville and
Yoshua Bengio},
title = {SampleRNN: An Unconditional End-to-End Neural Audio Generation Model},
journal = {CoRR},
volume = {abs/1612.07837},
year = {2016},
url = {http://arxiv.org/abs/1612.07837},
eprinttype = {arXiv},
eprint = {1612.07837},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MehriKGKJSCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GoodfellowECCMH15,
author = {Ian J. Goodfellow and
Dumitru Erhan and
Pierre Luc Carrier and
Aaron C. Courville and
Mehdi Mirza and
Benjamin Hamner and
William Cukierski and
Yichuan Tang and
David Thaler and
Dong{-}Hyun Lee and
Yingbo Zhou and
Chetan Ramaiah and
Fangxiang Feng and
Ruifan Li and
Xiaojie Wang and
Dimitris Athanasakis and
John Shawe{-}Taylor and
Maxim Milakov and
John Park and
Radu Tudor Ionescu and
Marius Popescu and
Cristian Grozea and
James Bergstra and
Jingjing Xie and
Lukasz Romaszko and
Bing Xu and
Zhang Chuang and
Yoshua Bengio},
title = {Challenges in representation learning: {A} report on three machine
learning contests},
journal = {Neural Networks},
volume = {64},
pages = {59--63},
year = {2015},
url = {https://doi.org/10.1016/j.neunet.2014.09.005},
doi = {10.1016/J.NEUNET.2014.09.005},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/GoodfellowECCMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ChoCB15,
author = {Kyunghyun Cho and
Aaron C. Courville and
Yoshua Bengio},
title = {Describing Multimedia Content Using Attention-Based Encoder-Decoder
Networks},
journal = {{IEEE} Trans. Multim.},
volume = {17},
number = {11},
pages = {1875--1886},
year = {2015},
url = {https://doi.org/10.1109/TMM.2015.2477044},
doi = {10.1109/TMM.2015.2477044},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/ChoCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/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/icml/XuBKCCSZB15,
author = {Kelvin Xu and
Jimmy Ba and
Ryan Kiros and
Kyunghyun Cho and
Aaron C. Courville and
Ruslan Salakhutdinov and
Richard S. Zemel and
Yoshua Bengio},
editor = {Francis R. Bach and
David M. Blei},
title = {Show, Attend and Tell: Neural Image Caption Generation with Visual
Attention},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2048--2057},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/xuc15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuBKCCSZB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChungKDGCB15,
author = {Junyoung Chung and
Kyle Kastner and
Laurent Dinh and
Kratarth Goel and
Aaron C. Courville and
Yoshua Bengio},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {A Recurrent Latent Variable Model for Sequential Data},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2980--2988},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/b618c3210e934362ac261db280128c22-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChungKDGCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AlmahairiKCC15,
author = {Amjad Almahairi and
Kyle Kastner and
Kyunghyun Cho and
Aaron C. Courville},
editor = {Hannes Werthner and
Markus Zanker and
Jennifer Golbeck and
Giovanni Semeraro},
title = {Learning Distributed Representations from Reviews for Collaborative
Filtering},
booktitle = {Proceedings of the 9th {ACM} Conference on Recommender Systems, RecSys
2015, Vienna, Austria, September 16-20, 2015},
pages = {147--154},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2792838.2800192},
doi = {10.1145/2792838.2800192},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/AlmahairiKCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuBKCCSZB15,
author = {Kelvin Xu and
Jimmy Ba and
Ryan Kiros and
Kyunghyun Cho and
Aaron C. Courville and
Ruslan Salakhutdinov and
Richard S. Zemel and
Yoshua Bengio},
title = {Show, Attend and Tell: Neural Image Caption Generation with Visual
Attention},
journal = {CoRR},
volume = {abs/1502.03044},
year = {2015},
url = {http://arxiv.org/abs/1502.03044},
eprinttype = {arXiv},
eprint = {1502.03044},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuBKCCSZB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/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/VisinKCMCB15,
author = {Francesco Visin and
Kyle Kastner and
Kyunghyun Cho and
Matteo Matteucci and
Aaron C. Courville and
Yoshua Bengio},
title = {ReNet: {A} Recurrent Neural Network Based Alternative to Convolutional
Networks},
journal = {CoRR},
volume = {abs/1505.00393},
year = {2015},
url = {http://arxiv.org/abs/1505.00393},
eprinttype = {arXiv},
eprint = {1505.00393},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VisinKCMCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HavaeiDWBCBPJL15,
author = {Mohammad Havaei and
Axel Davy and
David Warde{-}Farley and
Antoine Biard and
Aaron C. Courville and
Yoshua Bengio and
Chris Pal and
Pierre{-}Marc Jodoin and
Hugo Larochelle},
title = {Brain Tumor Segmentation with Deep Neural Networks},
journal = {CoRR},
volume = {abs/1505.03540},
year = {2015},
url = {http://arxiv.org/abs/1505.03540},
eprinttype = {arXiv},
eprint = {1505.03540},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HavaeiDWBCBPJL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChungKDGCB15,
author = {Junyoung Chung and
Kyle Kastner and
Laurent Dinh and
Kratarth Goel and
Aaron C. Courville and
Yoshua Bengio},
title = {A Recurrent Latent Variable Model for Sequential Data},
journal = {CoRR},
volume = {abs/1506.02216},
year = {2015},
url = {http://arxiv.org/abs/1506.02216},
eprinttype = {arXiv},
eprint = {1506.02216},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChungKDGCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChoCB15,
author = {KyungHyun Cho and
Aaron C. Courville and
Yoshua Bengio},
title = {Describing Multimedia Content using Attention-based Encoder-Decoder
Networks},
journal = {CoRR},
volume = {abs/1507.01053},
year = {2015},
url = {http://arxiv.org/abs/1507.01053},
eprinttype = {arXiv},
eprint = {1507.01053},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChoCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanSBCP15,
author = {Iulian Vlad Serban and
Alessandro Sordoni and
Yoshua Bengio and
Aaron C. Courville and
Joelle Pineau},
title = {Hierarchical Neural Network Generative Models for Movie Dialogues},
journal = {CoRR},
volume = {abs/1507.04808},
year = {2015},
url = {http://arxiv.org/abs/1507.04808},
eprinttype = {arXiv},
eprint = {1507.04808},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanSBCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoczulskiXCC15,
author = {Marcin Moczulski and
Kelvin Xu and
Aaron C. Courville and
KyungHyun Cho},
title = {A Controller Recognizer Framework: How necessary is recognition for
control?},
journal = {CoRR},
volume = {abs/1511.06428},
year = {2015},
url = {http://arxiv.org/abs/1511.06428},
eprinttype = {arXiv},
eprint = {1511.06428},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoczulskiXCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PezeshkiFBCB15,
author = {Mohammad Pezeshki and
Linxi Fan and
Philemon Brakel and
Aaron C. Courville and
Yoshua Bengio},
title = {Deconstructing the Ladder Network Architecture},
journal = {CoRR},
volume = {abs/1511.06430},
year = {2015},
url = {http://arxiv.org/abs/1511.06430},
eprinttype = {arXiv},
eprint = {1511.06430},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PezeshkiFBCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BahdanauSBKCCB15,
author = {Dzmitry Bahdanau and
Dmitriy Serdyuk and
Philemon Brakel and
Nan Rosemary Ke and
Jan Chorowski and
Aaron C. Courville and
Yoshua Bengio},
title = {Task Loss Estimation for Sequence Prediction},
journal = {CoRR},
volume = {abs/1511.06456},
year = {2015},
url = {http://arxiv.org/abs/1511.06456},
eprinttype = {arXiv},
eprint = {1511.06456},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BahdanauSBKCCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlainLSCB15,
author = {Guillaume Alain and
Alex Lamb and
Chinnadhurai Sankar and
Aaron C. Courville and
Yoshua Bengio},
title = {Variance Reduction in {SGD} by Distributed Importance Sampling},
journal = {CoRR},
volume = {abs/1511.06481},
year = {2015},
url = {http://arxiv.org/abs/1511.06481},
eprinttype = {arXiv},
eprint = {1511.06481},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlainLSCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VisinKCBMC15,
author = {Francesco Visin and
Kyle Kastner and
Aaron C. Courville and
Yoshua Bengio and
Matteo Matteucci and
KyungHyun Cho},
title = {ReSeg: {A} Recurrent Neural Network for Object Segmentation},
journal = {CoRR},
volume = {abs/1511.07053},
year = {2015},
url = {http://arxiv.org/abs/1511.07053},
eprinttype = {arXiv},
eprint = {1511.07053},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VisinKCBMC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlmahairiBCZLC15,
author = {Amjad Almahairi and
Nicolas Ballas and
Tim Cooijmans and
Yin Zheng and
Hugo Larochelle and
Aaron C. Courville},
title = {Dynamic Capacity Networks},
journal = {CoRR},
volume = {abs/1511.07838},
year = {2015},
url = {http://arxiv.org/abs/1511.07838},
eprinttype = {arXiv},
eprint = {1511.07838},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlmahairiBCZLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/CourvilleDBB14,
author = {Aaron C. Courville and
Guillaume Desjardins and
James Bergstra and
Yoshua Bengio},
title = {The Spike-and-Slab {RBM} and Extensions to Discrete and Sparse Data
Distributions},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {9},
pages = {1874--1887},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.238},
doi = {10.1109/TPAMI.2013.238},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/CourvilleDBB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DumoulinGCB14,
author = {Vincent Dumoulin and
Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
editor = {Carla E. Brodley and
Peter Stone},
title = {On the Challenges of Physical Implementations of RBMs},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1199--1205},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8924},
doi = {10.1609/AAAI.V28I1.8924},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DumoulinGCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoodfellowPMXWOCB14,
author = {Ian J. Goodfellow and
Jean Pouget{-}Abadie and
Mehdi Mirza and
Bing Xu and
David Warde{-}Farley and
Sherjil Ozair and
Aaron C. Courville and
Yoshua Bengio},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Generative Adversarial Nets},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2672--2680},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/5ca3e9b122f61f8f06494c97b1afccf3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoodfellowPMXWOCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/GoodfellowMDCB13,
author = {Ian J. Goodfellow and
Mehdi Mirza and
Xia Da and
Aaron C. Courville and
Yoshua Bengio},
editor = {Yoshua Bengio and
Yann LeCun},
title = {An Empirical Investigation of Catastrophic Forgeting in Gradient-Based
Neural Networks},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.6211},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowMDCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/Warde-FarleyGCB13,
author = {David Warde{-}Farley and
Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
editor = {Yoshua Bengio and
Yann LeCun},
title = {An empirical analysis of dropout in piecewise linear networks},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.6197},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Warde-FarleyGCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoodfellowPMXWOCB14,
author = {Ian J. Goodfellow and
Jean Pouget{-}Abadie and
Mehdi Mirza and
Bing Xu and
David Warde{-}Farley and
Sherjil Ozair and
Aaron C. Courville and
Yoshua Bengio},
title = {Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1406.2661},
year = {2014},
url = {http://arxiv.org/abs/1406.2661},
eprinttype = {arXiv},
eprint = {1406.2661},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowPMXWOCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DesjardinsLCB14,
author = {Guillaume Desjardins and
Heng Luo and
Aaron C. Courville and
Yoshua Bengio},
title = {Deep Tempering},
journal = {CoRR},
volume = {abs/1410.0123},
year = {2014},
url = {http://arxiv.org/abs/1410.0123},
eprinttype = {arXiv},
eprint = {1410.0123},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DesjardinsLCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BengioCV13,
author = {Yoshua Bengio and
Aaron C. Courville and
Pascal Vincent},
title = {Representation Learning: {A} Review and New Perspectives},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {8},
pages = {1798--1828},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2013.50},
doi = {10.1109/TPAMI.2013.50},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/BengioCV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GoodfellowCB13,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {Scaling Up Spike-and-Slab Models for Unsupervised Feature Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {8},
pages = {1902--1914},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2012.273},
doi = {10.1109/TPAMI.2012.273},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GoodfellowCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LuoCCB13,
author = {Heng Luo and
Pierre Luc Carrier and
Aaron C. Courville and
Yoshua Bengio},
title = {Texture Modeling with Convolutional Spike-and-Slab RBMs and Deep Extensions},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {415--423},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/luo13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LuoCCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/KanouPBFGMVCBFMJCDBAZLRDPWTSBKW13,
author = {Samira Ebrahimi Kahou and
Christopher J. Pal and
Xavier Bouthillier and
Pierre Froumenty and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Roland Memisevic and
Pascal Vincent and
Aaron C. Courville and
Yoshua Bengio and
Raul Chandias Ferrari and
Mehdi Mirza and
S{\'{e}}bastien Jean and
Pierre Luc Carrier and
Yann N. Dauphin and
Nicolas Boulanger{-}Lewandowski and
Abhishek Aggarwal and
Jeremie Zumer and
Pascal Lamblin and
Jean{-}Philippe Raymond and
Guillaume Desjardins and
Razvan Pascanu and
David Warde{-}Farley and
Atousa Torabi and
Arjun Sharma and
Emmanuel Bengio and
Kishore Reddy Konda and
Zhenzhou Wu},
editor = {Julien Epps and
Fang Chen and
Sharon L. Oviatt and
Kenji Mase and
Andrew Sears and
Kristiina Jokinen and
Bj{\"{o}}rn W. Schuller},
title = {Combining modality specific deep neural networks for emotion recognition
in video},
booktitle = {2013 International Conference on Multimodal Interaction, {ICMI} '13,
Sydney, NSW, Australia, December 9-13, 2013},
pages = {543--550},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2522848.2531745},
doi = {10.1145/2522848.2531745},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmi/KanouPBFGMVCBFMJCDBAZLRDPWTSBKW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoodfellowWMCB13,
author = {Ian J. Goodfellow and
David Warde{-}Farley and
Mehdi Mirza and
Aaron C. Courville and
Yoshua Bengio},
title = {Maxout Networks},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1319--1327},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/goodfellow13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GoodfellowWMCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13,
author = {Ian J. Goodfellow and
Dumitru Erhan and
Pierre Luc Carrier and
Aaron C. Courville and
Mehdi Mirza and
Benjamin Hamner and
William Cukierski and
Yichuan Tang and
David Thaler and
Dong{-}Hyun Lee and
Yingbo Zhou and
Chetan Ramaiah and
Fangxiang Feng and
Ruifan Li and
Xiaojie Wang and
Dimitris Athanasakis and
John Shawe{-}Taylor and
Maxim Milakov and
John Park and
Radu Tudor Ionescu and
Marius Popescu and
Cristian Grozea and
James Bergstra and
Jingjing Xie and
Lukasz Romaszko and
Bing Xu and
Chuang Zhang and
Yoshua Bengio},
editor = {Minho Lee and
Akira Hirose and
Zeng{-}Guang Hou and
Rhee Man Kil},
title = {Challenges in Representation Learning: {A} Report on Three Machine
Learning Contests},
booktitle = {Neural Information Processing - 20th International Conference, {ICONIP}
2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8228},
pages = {117--124},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-42051-1\_16},
doi = {10.1007/978-3-642-42051-1\_16},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoodfellowMCB13,
author = {Ian J. Goodfellow and
Mehdi Mirza and
Aaron C. Courville and
Yoshua Bengio},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Multi-Prediction Deep Boltzmann Machines},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {548--556},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/0bb4aec1710521c12ee76289d9440817-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoodfellowMCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3545,
author = {Guillaume Desjardins and
Razvan Pascanu and
Aaron C. Courville and
Yoshua Bengio},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Metric-Free Natural Gradient for Joint-Training of Boltzmann Machines},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3545},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3568,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Joint Training Deep Boltzmann Machines for Classification},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3568},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/acvpr/MessingTC13,
author = {Ross Messing and
Atousa Torabi and
Aaron C. Courville},
editor = {Giovanni Maria Farinella and
Sebastiano Battiato and
Roberto Cipolla},
title = {Evaluating and Extending Trajectory Features for Activity Recognition},
booktitle = {Advanced Topics in Computer Vision},
series = {Advances in Computer Vision and Pattern Recognition},
pages = {95--111},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4471-5520-1\_4},
doi = {10.1007/978-1-4471-5520-1\_4},
timestamp = {Wed, 13 Sep 2017 14:45:31 +0200},
biburl = {https://dblp.org/rec/series/acvpr/MessingTC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/isrl/BengioC13,
author = {Yoshua Bengio and
Aaron C. Courville},
editor = {Monica Bianchini and
Marco Maggini and
Lakhmi C. Jain},
title = {Deep Learning of Representations},
booktitle = {Handbook on Neural Information Processing},
series = {Intelligent Systems Reference Library},
volume = {49},
pages = {1--28},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-36657-4\_1},
doi = {10.1007/978-3-642-36657-4\_1},
timestamp = {Tue, 16 May 2017 14:24:22 +0200},
biburl = {https://dblp.org/rec/series/isrl/BengioC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-4389,
author = {Ian J. Goodfellow and
David Warde{-}Farley and
Mehdi Mirza and
Aaron C. Courville and
Yoshua Bengio},
title = {Maxout Networks},
journal = {CoRR},
volume = {abs/1302.4389},
year = {2013},
url = {http://arxiv.org/abs/1302.4389},
eprinttype = {arXiv},
eprint = {1302.4389},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-4389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13,
author = {Ian J. Goodfellow and
Dumitru Erhan and
Pierre Luc Carrier and
Aaron C. Courville and
Mehdi Mirza and
Benjamin Hamner and
William Cukierski and
Yichuan Tang and
David Thaler and
Dong{-}Hyun Lee and
Yingbo Zhou and
Chetan Ramaiah and
Fangxiang Feng and
Ruifan Li and
Xiaojie Wang and
Dimitris Athanasakis and
John Shawe{-}Taylor and
Maxim Milakov and
John Park and
Radu Tudor Ionescu and
Marius Popescu and
Cristian Grozea and
James Bergstra and
Jingjing Xie and
Lukasz Romaszko and
Bing Xu and
Chuang Zhang and
Yoshua Bengio},
title = {Challenges in Representation Learning: {A} report on three machine
learning contests},
journal = {CoRR},
volume = {abs/1307.0414},
year = {2013},
url = {http://arxiv.org/abs/1307.0414},
eprinttype = {arXiv},
eprint = {1307.0414},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/GoodfellowECCMHCTTLZRFLWASMPIPGBXRXZB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BengioLC13,
author = {Yoshua Bengio and
Nicholas L{\'{e}}onard and
Aaron C. Courville},
title = {Estimating or Propagating Gradients Through Stochastic Neurons for
Conditional Computation},
journal = {CoRR},
volume = {abs/1308.3432},
year = {2013},
url = {http://arxiv.org/abs/1308.3432},
eprinttype = {arXiv},
eprint = {1308.3432},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BengioLC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DumoulinGCB13,
author = {Vincent Dumoulin and
Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {On the Challenges of Physical Implementations of RBMs},
journal = {CoRR},
volume = {abs/1312.5258},
year = {2013},
url = {http://arxiv.org/abs/1312.5258},
eprinttype = {arXiv},
eprint = {1312.5258},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DumoulinGCB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/RifaiBCVM12,
author = {Salah Rifai and
Yoshua Bengio and
Aaron C. Courville and
Pascal Vincent and
Mehdi Mirza},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Disentangling Factors of Variation for Facial Expression Recognition},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {7577},
pages = {808--822},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33783-3\_58},
doi = {10.1007/978-3-642-33783-3\_58},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/RifaiBCVM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoodfellowCB12,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {Large-Scale Feature Learning With Spike-and-Slab Sparse Coding},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/718.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GoodfellowCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MesnilDGRBGLMDWVCB12,
author = {Gr{\'{e}}goire Mesnil and
Yann N. Dauphin and
Xavier Glorot and
Salah Rifai and
Yoshua Bengio and
Ian J. Goodfellow and
Erick Lavoie and
Xavier Muller and
Guillaume Desjardins and
David Warde{-}Farley and
Pascal Vincent and
Aaron C. Courville and
James Bergstra},
editor = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Graham W. Taylor and
Daniel L. Silver},
title = {Unsupervised and Transfer Learning Challenge: a Deep Learning Approach},
booktitle = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
Bellevue, Washington, USA, July 2, 2011},
series = {{JMLR} Proceedings},
volume = {27},
pages = {97--110},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v27/mesnil12a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MesnilDGRBGLMDWVCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-3382,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {Spike-and-Slab Sparse Coding for Unsupervised Feature Discovery},
journal = {CoRR},
volume = {abs/1201.3382},
year = {2012},
url = {http://arxiv.org/abs/1201.3382},
eprinttype = {arXiv},
eprint = {1201.3382},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-3382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-4416,
author = {Guillaume Desjardins and
Aaron C. Courville and
Yoshua Bengio},
title = {On Training Deep Boltzmann Machines},
journal = {CoRR},
volume = {abs/1203.4416},
year = {2012},
url = {http://arxiv.org/abs/1203.4416},
eprinttype = {arXiv},
eprint = {1203.4416},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-4416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-5538,
author = {Yoshua Bengio and
Aaron C. Courville and
Pascal Vincent},
title = {Unsupervised Feature Learning and Deep Learning: {A} Review and New
Perspectives},
journal = {CoRR},
volume = {abs/1206.5538},
year = {2012},
url = {http://arxiv.org/abs/1206.5538},
eprinttype = {arXiv},
eprint = {1206.5538},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-5538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-0521,
author = {Olivier Delalleau and
Aaron C. Courville and
Yoshua Bengio},
title = {Efficient {EM} Training of Gaussian Mixtures with Missing Data},
journal = {CoRR},
volume = {abs/1209.0521},
year = {2012},
url = {http://arxiv.org/abs/1209.0521},
eprinttype = {arXiv},
eprint = {1209.0521},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-0521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-5474,
author = {Guillaume Desjardins and
Aaron C. Courville and
Yoshua Bengio},
title = {Disentangling Factors of Variation via Generative Entangling},
journal = {CoRR},
volume = {abs/1210.5474},
year = {2012},
url = {http://arxiv.org/abs/1210.5474},
eprinttype = {arXiv},
eprint = {1210.5474},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-5474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-5687,
author = {Heng Luo and
Pierre Luc Carrier and
Aaron C. Courville and
Yoshua Bengio},
title = {Texture Modeling with Convolutional Spike-and-Slab RBMs and Deep Extensions},
journal = {CoRR},
volume = {abs/1211.5687},
year = {2012},
url = {http://arxiv.org/abs/1211.5687},
eprinttype = {arXiv},
eprint = {1211.5687},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-5687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2686,
author = {Ian J. Goodfellow and
Aaron C. Courville and
Yoshua Bengio},
title = {Joint Training of Deep Boltzmann Machines},
journal = {CoRR},
volume = {abs/1212.2686},
year = {2012},
url = {http://arxiv.org/abs/1212.2686},
eprinttype = {arXiv},
eprint = {1212.2686},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/VincentCP11,
author = {Robert D. Vincent and
Aaron C. Courville and
Joelle Pineau},
title = {A bistable computational model of recurring epileptiform activity
as observed in rodent slice preparations},
journal = {Neural Networks},
volume = {24},
number = {6},
pages = {526--537},
year = {2011},
url = {https://doi.org/10.1016/j.neunet.2011.03.003},
doi = {10.1016/J.NEUNET.2011.03.003},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/VincentCP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CourvilleBB11,
author = {Aaron C. Courville and
James Bergstra and
Yoshua Bengio},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Unsupervised Models of Images by Spikeand-Slab RBMs},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1145--1152},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/591\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CourvilleBB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DesjardinsCB11,
author = {Guillaume Desjardins and
Aaron C. Courville and
Yoshua Bengio},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {On Tracking The Partition Function},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2501--2509},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/861dc9bd7f4e7dd3cccd534d0ae2a2e9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DesjardinsCB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CourvilleBB11,
author = {Aaron C. Courville and
James Bergstra and
Yoshua Bengio},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {A Spike and Slab Restricted Boltzmann Machine},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {233--241},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/courville11a/courville11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CourvilleBB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-6638,
author = {James Bergstra and
Aaron C. Courville and
Yoshua Bengio},
title = {The Statistical Inefficiency of Sparse Coding for Images (or, One
Gabor to Rule them All)},
journal = {CoRR},
volume = {abs/1109.6638},
year = {2011},
url = {http://arxiv.org/abs/1109.6638},
eprinttype = {arXiv},
eprint = {1109.6638},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-6638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ErhanBCMVB10,
author = {Dumitru Erhan and
Yoshua Bengio and
Aaron C. Courville and
Pierre{-}Antoine Manzagol and
Pascal Vincent and
Samy Bengio},
title = {Why Does Unsupervised Pre-training Help Deep Learning?},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {625--660},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756025},
doi = {10.5555/1756006.1756025},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErhanBCMVB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DesjardinsCBVD10,
author = {Guillaume Desjardins and
Aaron C. Courville and
Yoshua Bengio and
Pascal Vincent and
Olivier Delalleau},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Tempered Markov Chain Monte Carlo for training of Restricted Boltzmann
Machines},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {145--152},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/desjardins10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DesjardinsCBVD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ErhanCBV10,
author = {Dumitru Erhan and
Aaron C. Courville and
Yoshua Bengio and
Pascal Vincent},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Why Does Unsupervised Pre-training Help Deep Learning?},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {201--208},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/erhan10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErhanCBV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1012-3476,
author = {Guillaume Desjardins and
Aaron C. Courville and
Yoshua Bengio},
title = {Adaptive Parallel Tempering for Stochastic Maximum Likelihood Learning
of RBMs},
journal = {CoRR},
volume = {abs/1012.3476},
year = {2010},
url = {http://arxiv.org/abs/1012.3476},
eprinttype = {arXiv},
eprint = {1012.3476},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1012-3476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CourvilleEB09,
author = {Aaron C. Courville and
Douglas Eck and
Yoshua Bengio},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {405--413},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/1e6e0a04d20f50967c64dac2d639a577-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CourvilleEB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LarochelleECBB07,
author = {Hugo Larochelle and
Dumitru Erhan and
Aaron C. Courville and
James Bergstra and
Yoshua Bengio},
editor = {Zoubin Ghahramani},
title = {An empirical evaluation of deep architectures on problems with many
factors of variation},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {473--480},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273556},
doi = {10.1145/1273496.1273556},
timestamp = {Wed, 28 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LarochelleECBB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DawC07,
author = {Nathaniel D. Daw and
Aaron C. Courville},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {The rat as particle filter},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {369--376},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/fba9d88164f3e2d9109ee770223212a0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DawC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/WellingtonCCS06,
author = {Carl Wellington and
Aaron C. Courville and
Anthony Stentz},
title = {A Generative Model of Terrain for Autonomous Navigation in Vegetation},
journal = {Int. J. Robotics Res.},
volume = {25},
number = {12},
pages = {1287--1304},
year = {2006},
url = {https://doi.org/10.1177/0278364906072769},
doi = {10.1177/0278364906072769},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/WellingtonCCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DawCT06,
author = {Nathaniel D. Daw and
Aaron C. Courville and
David S. Touretzky},
title = {Representation and Timing in Theories of the Dopamine System},
journal = {Neural Comput.},
volume = {18},
number = {7},
pages = {1637--1677},
year = {2006},
url = {https://doi.org/10.1162/neco.2006.18.7.1637},
doi = {10.1162/NECO.2006.18.7.1637},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/DawCT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/WellingtonCS05,
author = {Carl Wellington and
Aaron C. Courville and
Anthony Stentz},
editor = {Sebastian Thrun and
Gaurav S. Sukhatme and
Stefan Schaal},
title = {Interacting Markov Random Fields for Simultaneous Terrain Modeling
and Obstacle Detection},
booktitle = {Robotics: Science and Systems I, June 8-11, 2005, Massachusetts Institute
of Technology, Cambridge, Massachusetts, {USA}},
pages = {1--8},
publisher = {The {MIT} Press},
year = {2005},
url = {http://www.roboticsproceedings.org/rss01/p01.html},
doi = {10.15607/RSS.2005.I.001},
timestamp = {Fri, 29 Jan 2021 22:08:13 +0100},
biburl = {https://dblp.org/rec/conf/rss/WellingtonCS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CourvilleDT04,
author = {Aaron C. Courville and
Nathaniel D. Daw and
David S. Touretzky},
title = {Similarity and Discrimination in Classical Conditioning: {A} Latent
Variable Account},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {313--320},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/65fc9fb4897a89789352e211ca2d398f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CourvilleDT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CourvilleDGT03,
author = {Aaron C. Courville and
Nathaniel D. Daw and
Geoffrey J. Gordon and
David S. Touretzky},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Model Uncertainty in Classical Conditioning},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {977--984},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/55a988dfb00a914717b3000a3374694c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CourvilleDGT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DawCT02,
author = {Nathaniel D. Daw and
Aaron C. Courville and
David S. Touretzky},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Timing and Partial Observability in the Dopamine System},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {83--90},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/13111c20aee51aeb480ecbd988cd8cc9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DawCT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CourvilleT01,
author = {Aaron C. Courville and
David S. Touretzky},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Modeling Temporal Structure in Classical Conditioning},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {3--10},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/c92a10324374fac681719d63979d00fe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CourvilleT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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