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BibTeX 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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