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ORCIDBibTeX records: Jimmy Ba
@article{DBLP:journals/corr/abs-2403-03218,
author = {Nathaniel Li and
Alexander Pan and
Anjali Gopal and
Summer Yue and
Daniel Berrios and
Alice Gatti and
Justin D. Li and
Ann{-}Kathrin Dombrowski and
Shashwat Goel and
Long Phan and
Gabriel Mukobi and
Nathan Helm{-}Burger and
Rassin Lababidi and
Lennart Justen and
Andrew B. Liu and
Michael Chen and
Isabelle Barrass and
Oliver Zhang and
Xiaoyuan Zhu and
Rishub Tamirisa and
Bhrugu Bharathi and
Adam Khoja and
Zhenqi Zhao and
Ariel Herbert{-}Voss and
Cort B. Breuer and
Andy Zou and
Mantas Mazeika and
Zifan Wang and
Palash Oswal and
Weiran Liu and
Adam A. Hunt and
Justin Tienken{-}Harder and
Kevin Y. Shih and
Kemper Talley and
John Guan and
Russell Kaplan and
Ian Steneker and
David Campbell and
Brad Jokubaitis and
Alex Levinson and
Jean Wang and
William Qian and
Kallol Krishna Karmakar and
Steven Basart and
Stephen Fitz and
Mindy Levine and
Ponnurangam Kumaraguru and
Uday Kiran Tupakula and
Vijay Varadharajan and
Yan Shoshitaishvili and
Jimmy Ba and
Kevin M. Esvelt and
Alexandr Wang and
Dan Hendrycks},
title = {The {WMDP} Benchmark: Measuring and Reducing Malicious Use With Unlearning},
journal = {CoRR},
volume = {abs/2403.03218},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03218},
doi = {10.48550/ARXIV.2403.03218},
eprinttype = {arXiv},
eprint = {2403.03218},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RazdaibiedinaMK23,
author = {Anastasia Razdaibiedina and
Yuning Mao and
Madian Khabsa and
Mike Lewis and
Rui Hou and
Jimmy Ba and
Amjad Almahairi},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Residual Prompt Tuning: improving prompt tuning with residual reparameterization},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {6740--6757},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.421},
doi = {10.18653/V1/2023.FINDINGS-ACL.421},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RazdaibiedinaMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/JaipersaudZBPZZ23,
author = {Brandon Jaipersaud and
Paul Zhang and
Jimmy Ba and
Andrew Petersen and
Lisa Zhang and
Michael R. Zhang},
editor = {Ning Wang and
Genaro Rebolledo{-}Mendez and
Vania Dimitrova and
Noboru Matsuda and
Olga C. Santos},
title = {Decomposed Prompting to Answer Questions on a Course Discussion Board},
booktitle = {Artificial Intelligence in Education. Posters and Late Breaking Results,
Workshops and Tutorials, Industry and Innovation Tracks, Practitioners,
Doctoral Consortium and Blue Sky - 24th International Conference,
{AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1831},
pages = {218--223},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-36336-8\_33},
doi = {10.1007/978-3-031-36336-8\_33},
timestamp = {Fri, 04 Aug 2023 15:27:47 +0200},
biburl = {https://dblp.org/rec/conf/aied/JaipersaudZBPZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaeZRWHBG23,
author = {Juhan Bae and
Michael R. Zhang and
Michael Ruan and
Eric Wang and
So Hasegawa and
Jimmy Ba and
Roger Baker Grosse},
title = {Multi-Rate {VAE:} Train Once, Get the Full Rate-Distortion Curve},
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=OJ8aSjCaMNK},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaeZRWHBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhouMHPPCB23,
author = {Yongchao Zhou and
Andrei Ioan Muresanu and
Ziwen Han and
Keiran Paster and
Silviu Pitis and
Harris Chan and
Jimmy Ba},
title = {Large Language Models are Human-Level Prompt Engineers},
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=92gvk82DE-},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhouMHPPCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuVGBL23,
author = {Zhaoyan Liu and
No{\"{e}}l Vouitsis and
Satya Krishna Gorti and
Jimmy Ba and
Gabriel Loaiza{-}Ganem},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{TR0N:} Translator Networks for 0-Shot Plug-and-Play Conditional Generation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {22092--22112},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liu23ak.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuVGBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iticse/ZhangJB0ZZ23,
author = {Paul Zhang and
Brandon Jaipersaud and
Jimmy Ba and
Andrew Petersen and
Lisa Zhang and
Michael R. Zhang},
editor = {Mikko{-}Jussi Laakso and
Mattia Monga and
Simon and
Judithe Sheard},
title = {Classifying Course Discussion Board Questions using LLMs},
booktitle = {Proceedings of the 2023 Conference on Innovation and Technology in
Computer Science Education V. 2, ITiCSE 2023, Turku, Finland, July
7-12, 2023},
pages = {658},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3587103.3594202},
doi = {10.1145/3587103.3594202},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iticse/ZhangJB0ZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaESWW23,
author = {Jimmy Ba and
Murat A. Erdogdu and
Taiji Suzuki and
Zhichao Wang and
Denny Wu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning in the Presence of Low-dimensional Structure: {A} Spiked
Random Matrix Perspective},
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/38a1671ab0747b6ffe4d1c6ef117a3a9-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BaESWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DuboisLTZGBGLH23,
author = {Yann Dubois and
Chen Xuechen Li and
Rohan Taori and
Tianyi Zhang and
Ishaan Gulrajani and
Jimmy Ba and
Carlos Guestrin and
Percy Liang and
Tatsunori B. Hashimoto},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {AlpacaFarm: {A} Simulation Framework for Methods that Learn from Human
Feedback},
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/5fc47800ee5b30b8777fdd30abcaaf3b-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DuboisLTZGBGLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LifshitzPCBM23,
author = {Shalev Lifshitz and
Keiran Paster and
Harris Chan and
Jimmy Ba and
Sheila A. McIlraith},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{STEVE-1:} {A} Generative Model for Text-to-Behavior in Minecraft},
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/dd03f856fc7f2efeec8b1c796284561d-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LifshitzPCBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-04104,
author = {Danijar Hafner and
Jurgis Pasukonis and
Jimmy Ba and
Timothy P. Lillicrap},
title = {Mastering Diverse Domains through World Models},
journal = {CoRR},
volume = {abs/2301.04104},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.04104},
doi = {10.48550/ARXIV.2301.04104},
eprinttype = {arXiv},
eprint = {2301.04104},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-04104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05970,
author = {Silviu Pitis and
Michael R. Zhang and
Andrew Wang and
Jimmy Ba},
title = {Boosted Prompt Ensembles for Large Language Models},
journal = {CoRR},
volume = {abs/2304.05970},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05970},
doi = {10.48550/ARXIV.2304.05970},
eprinttype = {arXiv},
eprint = {2304.05970},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13742,
author = {Zhaoyan Liu and
No{\"{e}}l Vouitsis and
Satya Krishna Gorti and
Jimmy Ba and
Gabriel Loaiza{-}Ganem},
title = {{TR0N:} Translator Networks for 0-Shot Plug-and-Play Conditional Generation},
journal = {CoRR},
volume = {abs/2304.13742},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13742},
doi = {10.48550/ARXIV.2304.13742},
eprinttype = {arXiv},
eprint = {2304.13742},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03937,
author = {Anastasia Razdaibiedina and
Yuning Mao and
Rui Hou and
Madian Khabsa and
Mike Lewis and
Jimmy Ba and
Amjad Almahairi},
title = {Residual Prompt Tuning: Improving Prompt Tuning with Residual Reparameterization},
journal = {CoRR},
volume = {abs/2305.03937},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03937},
doi = {10.48550/ARXIV.2305.03937},
eprinttype = {arXiv},
eprint = {2305.03937},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12031,
author = {Augustin Toma and
Patrick R. Lawler and
Jimmy Ba and
Rahul G. Krishnan and
Barry B. Rubin and
Bo Wang},
title = {Clinical Camel: An Open-Source Expert-Level Medical Language Model
with Dialogue-Based Knowledge Encoding},
journal = {CoRR},
volume = {abs/2305.12031},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12031},
doi = {10.48550/ARXIV.2305.12031},
eprinttype = {arXiv},
eprint = {2305.12031},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14387,
author = {Yann Dubois and
Xuechen Li and
Rohan Taori and
Tianyi Zhang and
Ishaan Gulrajani and
Jimmy Ba and
Carlos Guestrin and
Percy Liang and
Tatsunori B. Hashimoto},
title = {AlpacaFarm: {A} Simulation Framework for Methods that Learn from Human
Feedback},
journal = {CoRR},
volume = {abs/2305.14387},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14387},
doi = {10.48550/ARXIV.2305.14387},
eprinttype = {arXiv},
eprint = {2305.14387},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15316,
author = {Yongchao Zhou and
Hshmat Sahak and
Jimmy Ba},
title = {Training on Thin Air: Improve Image Classification with Generated
Data},
journal = {CoRR},
volume = {abs/2305.15316},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15316},
doi = {10.48550/ARXIV.2305.15316},
eprinttype = {arXiv},
eprint = {2305.15316},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00937,
author = {Shalev Lifshitz and
Keiran Paster and
Harris Chan and
Jimmy Ba and
Sheila A. McIlraith},
title = {{STEVE-1:} {A} Generative Model for Text-to-Behavior in Minecraft},
journal = {CoRR},
volume = {abs/2306.00937},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00937},
doi = {10.48550/ARXIV.2306.00937},
eprinttype = {arXiv},
eprint = {2306.00937},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15817,
author = {Yangjun Ruan and
Honghua Dong and
Andrew Wang and
Silviu Pitis and
Yongchao Zhou and
Jimmy Ba and
Yann Dubois and
Chris J. Maddison and
Tatsunori Hashimoto},
title = {Identifying the Risks of {LM} Agents with an LM-Emulated Sandbox},
journal = {CoRR},
volume = {abs/2309.15817},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15817},
doi = {10.48550/ARXIV.2309.15817},
eprinttype = {arXiv},
eprint = {2309.15817},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06786,
author = {Keiran Paster and
Marco Dos Santos and
Zhangir Azerbayev and
Jimmy Ba},
title = {OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text},
journal = {CoRR},
volume = {abs/2310.06786},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06786},
doi = {10.48550/ARXIV.2310.06786},
eprinttype = {arXiv},
eprint = {2310.06786},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04528,
author = {Michael R. Zhang and
Nishkrit Desai and
Juhan Bae and
Jonathan Lorraine and
Jimmy Ba},
title = {Using Large Language Models for Hyperparameter Optimization},
journal = {CoRR},
volume = {abs/2312.04528},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04528},
doi = {10.48550/ARXIV.2312.04528},
eprinttype = {arXiv},
eprint = {2312.04528},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaEGSSWZ22,
author = {Jimmy Ba and
Murat A. Erdogdu and
Marzyeh Ghassemi and
Shengyang Sun and
Taiji Suzuki and
Denny Wu and
Tianzong Zhang},
title = {Understanding the Variance Collapse of {SVGD} in High Dimensions},
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=Qycd9j5Qp9J},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaEGSSWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaESWWY22,
author = {Jimmy Ba and
Murat A. Erdogdu and
Taiji Suzuki and
Zhichao Wang and
Denny Wu and
Greg Yang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {High-dimensional Asymptotics of Feature Learning: How One Gradient
Step Improves the Representation},
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/f7e7fabd73b3df96c54a320862afcb78-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BaESWWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PasterMB22,
author = {Keiran Paster and
Sheila A. McIlraith and
Jimmy Ba},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {You Can't Count on Luck: Why Decision Transformers and RvS Fail in
Stochastic Environments},
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/fe90657b12193c7b52a3418bdc351807-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PasterMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouNB22,
author = {Yongchao Zhou and
Ehsan Nezhadarya and
Jimmy Ba},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Dataset Distillation using Neural Feature Regression},
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/3fe2a777282299ecb4f9e7ebb531f0ab-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouNB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-01445,
author = {Jimmy Ba and
Murat A. Erdogdu and
Taiji Suzuki and
Zhichao Wang and
Denny Wu and
Greg Yang},
title = {High-dimensional Asymptotics of Feature Learning: How One Gradient
Step Improves the Representation},
journal = {CoRR},
volume = {abs/2205.01445},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.01445},
doi = {10.48550/ARXIV.2205.01445},
eprinttype = {arXiv},
eprint = {2205.01445},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-01445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15967,
author = {Keiran Paster and
Sheila A. McIlraith and
Jimmy Ba},
title = {You Can't Count on Luck: Why Decision Transformers Fail in Stochastic
Environments},
journal = {CoRR},
volume = {abs/2205.15967},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15967},
doi = {10.48550/ARXIV.2205.15967},
eprinttype = {arXiv},
eprint = {2205.15967},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00719,
author = {Yongchao Zhou and
Ehsan Nezhadarya and
Jimmy Ba},
title = {Dataset Distillation using Neural Feature Regression},
journal = {CoRR},
volume = {abs/2206.00719},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00719},
doi = {10.48550/ARXIV.2206.00719},
eprinttype = {arXiv},
eprint = {2206.00719},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13569,
author = {Siddhartha Rao Kamalakara and
Acyr Locatelli and
Bharat Venkitesh and
Jimmy Ba and
Yarin Gal and
Aidan N. Gomez},
title = {Exploring Low Rank Training of Deep Neural Networks},
journal = {CoRR},
volume = {abs/2209.13569},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13569},
doi = {10.48550/ARXIV.2209.13569},
eprinttype = {arXiv},
eprint = {2209.13569},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01910,
author = {Yongchao Zhou and
Andrei Ioan Muresanu and
Ziwen Han and
Keiran Paster and
Silviu Pitis and
Harris Chan and
Jimmy Ba},
title = {Large Language Models Are Human-Level Prompt Engineers},
journal = {CoRR},
volume = {abs/2211.01910},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01910},
doi = {10.48550/ARXIV.2211.01910},
eprinttype = {arXiv},
eprint = {2211.01910},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03905,
author = {Juhan Bae and
Michael R. Zhang and
Michael Ruan and
Eric Wang and
So Hasegawa and
Jimmy Ba and
Roger B. Grosse},
title = {Multi-Rate {VAE:} Train Once, Get the Full Rate-Distortion Curve},
journal = {CoRR},
volume = {abs/2212.03905},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03905},
doi = {10.48550/ARXIV.2212.03905},
eprinttype = {arXiv},
eprint = {2212.03905},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AmariBGLNSWX21,
author = {Shun{-}ichi Amari and
Jimmy Ba and
Roger Baker Grosse and
Xuechen Li and
Atsushi Nitanda and
Taiji Suzuki and
Denny Wu and
Ji Xu},
title = {When does preconditioning help or hurt generalization?},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=S724o4\_WB3},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AmariBGLNSWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HafnerL0B21,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Mohammad Norouzi and
Jimmy Ba},
title = {Mastering Atari with Discrete World 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=0oabwyZbOu},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HafnerL0B21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PasterMB21,
author = {Keiran Paster and
Sheila A. McIlraith and
Jimmy Ba},
title = {Planning from Pixels using Inverse Dynamics 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=V6BjBgku7Ro},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PasterMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuJBG21,
author = {Yuhuai Wu and
Albert Q. Jiang and
Jimmy Ba and
Roger Baker Grosse},
title = {{INT:} An Inequality Benchmark for Evaluating Generalization in Theorem
Proving},
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=O6LPudowNQm},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuJBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiaNWB21,
author = {Sheng Jia and
Ehsan Nezhadarya and
Yuhuai Wu and
Jimmy Ba},
editor = {Marina Meila and
Tong Zhang},
title = {Efficient Statistical Tests: {A} Neural Tangent Kernel Approach},
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 = {4893--4903},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jia21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiaNWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuRLBGS21,
author = {Yuhuai Wu and
Markus N. Rabe and
Wenda Li and
Jimmy Ba and
Roger B. Grosse and
Christian Szegedy},
editor = {Marina Meila and
Tong Zhang},
title = {{LIME:} Learning Inductive Bias for Primitives of Mathematical Reasoning},
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 = {11251--11262},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wu21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuRLBGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanZCPZB21,
author = {Beining Han and
Chongyi Zheng and
Harris Chan and
Keiran Paster and
Michael R. Zhang and
Jimmy Ba},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Learning Domain Invariant Representations in Goal-conditioned Block
MDPs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {764--776},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/06d172404821f7d01060cc9629171b2e-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HanZCPZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiZXDB21,
author = {Jingling Li and
Mozhi Zhang and
Keyulu Xu and
John Dickerson and
Jimmy Ba},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {How does a Neural Network's Architecture Impact its Robustness to
Noisy Labels?},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {9788--9803},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/51311013e51adebc3c34d2cc591fefee-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiZXDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SaxenaBH21,
author = {Vaibhav Saxena and
Jimmy Ba and
Danijar Hafner},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Clockwork Variational Autoencoders},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29246--29257},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f490d0af974fedf90cb0f1edce8e3dd5-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SaxenaBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06223,
author = {Yuhuai Wu and
Markus N. Rabe and
Wenda Li and
Jimmy Ba and
Roger B. Grosse and
Christian Szegedy},
title = {{LIME:} Learning Inductive Bias for Primitives of Mathematical Reasoning},
journal = {CoRR},
volume = {abs/2101.06223},
year = {2021},
url = {https://arxiv.org/abs/2101.06223},
eprinttype = {arXiv},
eprint = {2101.06223},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09532,
author = {Vaibhav Saxena and
Jimmy Ba and
Danijar Hafner},
title = {Clockwork Variational Autoencoders},
journal = {CoRR},
volume = {abs/2102.09532},
year = {2021},
url = {https://arxiv.org/abs/2102.09532},
eprinttype = {arXiv},
eprint = {2102.09532},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14248,
author = {Beining Han and
Chongyi Zheng and
Harris Chan and
Keiran Paster and
Michael R. Zhang and
Jimmy Ba},
title = {Learning Domain Invariant Representations in Goal-conditioned Block
MDPs},
journal = {CoRR},
volume = {abs/2110.14248},
year = {2021},
url = {https://arxiv.org/abs/2110.14248},
eprinttype = {arXiv},
eprint = {2110.14248},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WenLGZCB20,
author = {Yeming Wen and
Kevin Luk and
Maxime Gazeau and
Guodong Zhang and
Harris Chan and
Jimmy Ba},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {An Empirical Study of Stochastic Gradient Descent with Structured
Covariance Noise},
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 = {3621--3631},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/wen20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WenLGZCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaESWZ20,
author = {Jimmy Ba and
Murat A. Erdogdu and
Taiji Suzuki and
Denny Wu and
Tianzong Zhang},
title = {Generalization of Two-layer Neural Networks: An Asymptotic Viewpoint},
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=H1gBsgBYwH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaESWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HafnerLB020,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Jimmy Ba and
Mohammad Norouzi},
title = {Dream to Control: Learning Behaviors by Latent Imagination},
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=S1lOTC4tDS},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HafnerLB020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PitisCJB20,
author = {Silviu Pitis and
Harris Chan and
Kiarash Jamali and
Jimmy Ba},
title = {An Inductive Bias for Distances: Neural Nets that Respect the Triangle
Inequality},
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=HJeiDpVFPr},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PitisCJB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangB20,
author = {Tingwu Wang and
Jimmy Ba},
title = {Exploring Model-based Planning with Policy Networks},
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=H1exf64KwH},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangZB20,
author = {Yuanhao Wang and
Guodong Zhang and
Jimmy Ba},
title = {On Solving Minimax Optimization Locally: {A} Follow-the-Ridge Approach},
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=Hkx7\_1rKwS},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WenTB20,
author = {Yeming Wen and
Dustin Tran and
Jimmy Ba},
title = {BatchEnsemble: an Alternative Approach to Efficient Ensemble and Lifelong
Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Sklf1yrYDr},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WenTB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangPBV20,
author = {Xiao Shi Huang and
Felipe P{\'{e}}rez and
Jimmy Ba and
Maksims Volkovs},
title = {Improving Transformer Optimization Through Better Initialization},
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 = {4475--4483},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20f.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangPBV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PitisCZSB20,
author = {Silviu Pitis and
Harris Chan and
Stephen Zhao and
Bradly C. Stadie and
Jimmy Ba},
title = {Maximum Entropy Gain Exploration for Long Horizon Multi-goal Reinforcement
Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7750--7761},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/pitis20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PitisCZSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/StadieZB20,
author = {Bradly C. Stadie and
Lunjun Zhang and
Jimmy Ba},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Learning Intrinsic Rewards as a Bi-Level Optimization Problem},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {111--120},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/stadie20a.html},
timestamp = {Tue, 07 May 2024 20:09:01 +0200},
biburl = {https://dblp.org/rec/conf/uai/StadieZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05825,
author = {Silviu Pitis and
Harris Chan and
Kiarash Jamali and
Jimmy Ba},
title = {An Inductive Bias for Distances: Neural Nets that Respect the Triangle
Inequality},
journal = {CoRR},
volume = {abs/2002.05825},
year = {2020},
url = {https://arxiv.org/abs/2002.05825},
eprinttype = {arXiv},
eprint = {2002.05825},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06715,
author = {Yeming Wen and
Dustin Tran and
Jimmy Ba},
title = {BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong
Learning},
journal = {CoRR},
volume = {abs/2002.06715},
year = {2020},
url = {https://arxiv.org/abs/2002.06715},
eprinttype = {arXiv},
eprint = {2002.06715},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10732,
author = {Shun{-}ichi Amari and
Jimmy Ba and
Roger B. Grosse and
Xuechen Li and
Atsushi Nitanda and
Taiji Suzuki and
Denny Wu and
Ji Xu},
title = {When Does Preconditioning Help or Hurt Generalization?},
journal = {CoRR},
volume = {abs/2006.10732},
year = {2020},
url = {https://arxiv.org/abs/2006.10732},
eprinttype = {arXiv},
eprint = {2006.10732},
timestamp = {Wed, 24 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02832,
author = {Silviu Pitis and
Harris Chan and
Stephen Zhao and
Bradly C. Stadie and
Jimmy Ba},
title = {Maximum Entropy Gain Exploration for Long Horizon Multi-goal Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2007.02832},
year = {2020},
url = {https://arxiv.org/abs/2007.02832},
eprinttype = {arXiv},
eprint = {2007.02832},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02924,
author = {Yuhuai Wu and
Albert Q. Jiang and
Jimmy Ba and
Roger B. Grosse},
title = {{INT:} An Inequality Benchmark for Evaluating Generalization in Theorem
Proving},
journal = {CoRR},
volume = {abs/2007.02924},
year = {2020},
url = {https://arxiv.org/abs/2007.02924},
eprinttype = {arXiv},
eprint = {2007.02924},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04212,
author = {Yuhuai Wu and
Honghua Dong and
Roger B. Grosse and
Jimmy Ba},
title = {The Scattering Compositional Learner: Discovering Objects, Attributes,
Relationships in Analogical Reasoning},
journal = {CoRR},
volume = {abs/2007.04212},
year = {2020},
url = {https://arxiv.org/abs/2007.04212},
eprinttype = {arXiv},
eprint = {2007.04212},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04532,
author = {Fartash Faghri and
David Duvenaud and
David J. Fleet and
Jimmy Ba},
title = {A Study of Gradient Variance in Deep Learning},
journal = {CoRR},
volume = {abs/2007.04532},
year = {2020},
url = {https://arxiv.org/abs/2007.04532},
eprinttype = {arXiv},
eprint = {2007.04532},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01791,
author = {Danijar Hafner and
Pedro A. Ortega and
Jimmy Ba and
Thomas Parr and
Karl J. Friston and
Nicolas Heess},
title = {Action and Perception as Divergence Minimization},
journal = {CoRR},
volume = {abs/2009.01791},
year = {2020},
url = {https://arxiv.org/abs/2009.01791},
eprinttype = {arXiv},
eprint = {2009.01791},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-01791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02193,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Mohammad Norouzi and
Jimmy Ba},
title = {Mastering Atari with Discrete World Models},
journal = {CoRR},
volume = {abs/2010.02193},
year = {2020},
url = {https://arxiv.org/abs/2010.02193},
eprinttype = {arXiv},
eprint = {2010.02193},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02419,
author = {Keiran Paster and
Sheila A. McIlraith and
Jimmy Ba},
title = {Planning from Pixels using Inverse Dynamics Models},
journal = {CoRR},
volume = {abs/2012.02419},
year = {2020},
url = {https://arxiv.org/abs/2012.02419},
eprinttype = {arXiv},
eprint = {2012.02419},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11538,
author = {Brendon Matusch and
Jimmy Ba and
Danijar Hafner},
title = {Evaluating Agents without Rewards},
journal = {CoRR},
volume = {abs/2012.11538},
year = {2020},
url = {https://arxiv.org/abs/2012.11538},
eprinttype = {arXiv},
eprint = {2012.11538},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12896,
author = {Jingling Li and
Mozhi Zhang and
Keyulu Xu and
John P. Dickerson and
Jimmy Ba},
title = {Noisy Labels Can Induce Good Representations},
journal = {CoRR},
volume = {abs/2012.12896},
year = {2020},
url = {https://arxiv.org/abs/2012.12896},
eprinttype = {arXiv},
eprint = {2012.12896},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiaKB19,
author = {Sheng Jia and
Jamie Kiros and
Jimmy Ba},
title = {{DOM-Q-NET:} Grounded {RL} on Structured Language},
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=HJgd1nAqFX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiaKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangZFB19,
author = {Tingwu Wang and
Yuhao Zhou and
Sanja Fidler and
Jimmy Ba},
title = {Neural Graph Evolution: Towards Efficient Automatic Robot Design},
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=BkgWHnR5tm},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangZFB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangLBH19,
author = {Michael R. Zhang and
James Lucas and
Jimmy Ba and
Geoffrey E. Hinton},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Lookahead Optimizer: k steps forward, 1 step back},
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 = {9593--9604},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/90fd4f88f588ae64038134f1eeaa023f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangLBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuKBKS19,
author = {Jenny Liu and
Aviral Kumar and
Jimmy Ba and
Jamie Kiros and
Kevin Swersky},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Graph Normalizing Flows},
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 = {13556--13566},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/1e44fdf9c44d7328fecc02d677ed704d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuKBKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04546,
author = {Harris Chan and
Yuhuai Wu and
Jamie Kiros and
Sanja Fidler and
Jimmy Ba},
title = {{ACTRCE:} Augmenting Experience via Teacher's Advice For Multi-Goal
Reinforcement Learning},
journal = {CoRR},
volume = {abs/1902.04546},
year = {2019},
url = {http://arxiv.org/abs/1902.04546},
eprinttype = {arXiv},
eprint = {1902.04546},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07257,
author = {Sheng Jia and
Jamie Kiros and
Jimmy Ba},
title = {{DOM-Q-NET:} Grounded {RL} on Structured Language},
journal = {CoRR},
volume = {abs/1902.07257},
year = {2019},
url = {http://arxiv.org/abs/1902.07257},
eprinttype = {arXiv},
eprint = {1902.07257},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08234,
author = {Yeming Wen and
Kevin Luk and
Maxime Gazeau and
Guodong Zhang and
Harris Chan and
Jimmy Ba},
title = {Interplay Between Optimization and Generalization of Stochastic Gradient
Descent with Covariance Noise},
journal = {CoRR},
volume = {abs/1902.08234},
year = {2019},
url = {http://arxiv.org/abs/1902.08234},
eprinttype = {arXiv},
eprint = {1902.08234},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13177,
author = {Jenny Liu and
Aviral Kumar and
Jimmy Ba and
Jamie Kiros and
Kevin Swersky},
title = {Graph Normalizing Flows},
journal = {CoRR},
volume = {abs/1905.13177},
year = {2019},
url = {http://arxiv.org/abs/1905.13177},
eprinttype = {arXiv},
eprint = {1905.13177},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05370,
author = {Tingwu Wang and
Yuhao Zhou and
Sanja Fidler and
Jimmy Ba},
title = {Neural Graph Evolution: Towards Efficient Automatic Robot Design},
journal = {CoRR},
volume = {abs/1906.05370},
year = {2019},
url = {http://arxiv.org/abs/1906.05370},
eprinttype = {arXiv},
eprint = {1906.05370},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08649,
author = {Tingwu Wang and
Jimmy Ba},
title = {Exploring Model-based Planning with Policy Networks},
journal = {CoRR},
volume = {abs/1906.08649},
year = {2019},
url = {http://arxiv.org/abs/1906.08649},
eprinttype = {arXiv},
eprint = {1906.08649},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02057,
author = {Tingwu Wang and
Xuchan Bao and
Ignasi Clavera and
Jerrick Hoang and
Yeming Wen and
Eric D. Langlois and
Shunshi Zhang and
Guodong Zhang and
Pieter Abbeel and
Jimmy Ba},
title = {Benchmarking Model-Based Reinforcement Learning},
journal = {CoRR},
volume = {abs/1907.02057},
year = {2019},
url = {http://arxiv.org/abs/1907.02057},
eprinttype = {arXiv},
eprint = {1907.02057},
timestamp = {Fri, 20 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08610,
author = {Michael R. Zhang and
James Lucas and
Geoffrey E. Hinton and
Jimmy Ba},
title = {Lookahead Optimizer: k steps forward, 1 step back},
journal = {CoRR},
volume = {abs/1907.08610},
year = {2019},
url = {http://arxiv.org/abs/1907.08610},
eprinttype = {arXiv},
eprint = {1907.08610},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07512,
author = {Yuanhao Wang and
Guodong Zhang and
Jimmy Ba},
title = {On Solving Minimax Optimization Locally: {A} Follow-the-Ridge Approach},
journal = {CoRR},
volume = {abs/1910.07512},
year = {2019},
url = {http://arxiv.org/abs/1910.07512},
eprinttype = {arXiv},
eprint = {1910.07512},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-07512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01603,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Jimmy Ba and
Mohammad Norouzi},
title = {Dream to Control: Learning Behaviors by Latent Imagination},
journal = {CoRR},
volume = {abs/1912.01603},
year = {2019},
url = {http://arxiv.org/abs/1912.01603},
eprinttype = {arXiv},
eprint = {1912.01603},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MartensBJ18,
author = {James Martens and
Jimmy Ba and
Matt Johnson},
title = {Kronecker-factored Curvature Approximations for Recurrent Neural Networks},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=HyMTkQZAb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MartensBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangLBF18,
author = {Tingwu Wang and
Renjie Liao and
Jimmy Ba and
Sanja Fidler},
title = {NerveNet: Learning Structured Policy with Graph Neural Networks},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=S1sqHMZCb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangLBF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WenVBTG18,
author = {Yeming Wen and
Paul Vicol and
Jimmy Ba and
Dustin Tran and
Roger B. Grosse},
title = {Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches},
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=rJNpifWAb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WenVBTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SanjabiBRL18,
author = {Maziar Sanjabi and
Jimmy Ba and
Meisam Razaviyayn and
Jason D. Lee},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {On the Convergence and Robustness of Training GANs with Regularized
Optimal Transport},
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 = {7091--7101},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/5a9d8bf5b7a4b35f3110dde8673bdda2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SanjabiBRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MacKayVBG18,
author = {Matthew MacKay and
Paul Vicol and
Jimmy Ba and
Roger B. Grosse},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Reversible Recurrent Neural Networks},
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 = {9043--9054},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/4ff6fa96179cdc2838e8d8ce64cd10a7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MacKayVBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08249,
author = {Maziar Sanjabi and
Jimmy Ba and
Meisam Razaviyayn and
Jason D. Lee},
title = {Solving Approximate Wasserstein GANs to Stationarity},
journal = {CoRR},
volume = {abs/1802.08249},
year = {2018},
url = {http://arxiv.org/abs/1802.08249},
eprinttype = {arXiv},
eprint = {1802.08249},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04386,
author = {Yeming Wen and
Paul Vicol and
Jimmy Ba and
Dustin Tran and
Roger B. Grosse},
title = {Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches},
journal = {CoRR},
volume = {abs/1803.04386},
year = {2018},
url = {http://arxiv.org/abs/1803.04386},
eprinttype = {arXiv},
eprint = {1803.04386},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10999,
author = {Matthew MacKay and
Paul Vicol and
Jimmy Ba and
Roger B. Grosse},
title = {Reversible Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1810.10999},
year = {2018},
url = {http://arxiv.org/abs/1810.10999},
eprinttype = {arXiv},
eprint = {1810.10999},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaGM17,
author = {Jimmy Ba and
Roger B. Grosse and
James Martens},
title = {Distributed Second-Order Optimization using Kronecker-Factored Approximations},
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=SkkTMpjex},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuMGLB17,
author = {Yuhuai Wu and
Elman Mansimov and
Roger B. Grosse and
Shun Liao and
Jimmy Ba},
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 = {Scalable trust-region method for deep reinforcement learning using
Kronecker-factored approximation},
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 = {5279--5288},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/361440528766bbaaaa1901845cf4152b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuMGLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05144,
author = {Yuhuai Wu and
Elman Mansimov and
Shun Liao and
Roger B. Grosse and
Jimmy Ba},
title = {Scalable trust-region method for deep reinforcement learning using
Kronecker-factored approximation},
journal = {CoRR},
volume = {abs/1708.05144},
year = {2017},
url = {http://arxiv.org/abs/1708.05144},
eprinttype = {arXiv},
eprint = {1708.05144},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/KrausBF16,
author = {Oren Z. Kraus and
Lei Jimmy Ba and
Brendan J. Frey},
title = {Classifying and segmenting microscopy images with deep multiple instance
learning},
journal = {Bioinform.},
volume = {32},
number = {12},
pages = {52--59},
year = {2016},
url = {https://doi.org/10.1093/bioinformatics/btw252},
doi = {10.1093/BIOINFORMATICS/BTW252},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/KrausBF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaHMLI16,
author = {Jimmy Ba and
Geoffrey E. Hinton and
Volodymyr Mnih and
Joel Z. Leibo and
Catalin Ionescu},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Using Fast Weights to Attend to the Recent Past},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4331--4339},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/9f44e956e3a2b7b5598c625fcc802c36-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaHMLI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/MansimovPBS15,
author = {Elman Mansimov and
Emilio Parisotto and
Lei Jimmy Ba and
Ruslan Salakhutdinov},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Generating Images from Captions with Attention},
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/1511.02793},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/MansimovPBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/ParisottoBS15,
author = {Emilio Parisotto and
Lei Jimmy Ba and
Ruslan Salakhutdinov},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning},
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/1511.06342},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParisottoBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaKH16,
author = {Lei Jimmy Ba and
Jamie Ryan Kiros and
Geoffrey E. Hinton},
title = {Layer Normalization},
journal = {CoRR},
volume = {abs/1607.06450},
year = {2016},
url = {http://arxiv.org/abs/1607.06450},
eprinttype = {arXiv},
eprint = {1607.06450},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaHMLI16,
author = {Jimmy Ba and
Geoffrey E. Hinton and
Volodymyr Mnih and
Joel Z. Leibo and
Catalin Ionescu},
title = {Using Fast Weights to Attend to the Recent Past},
journal = {CoRR},
volume = {abs/1610.06258},
year = {2016},
url = {http://arxiv.org/abs/1610.06258},
eprinttype = {arXiv},
eprint = {1610.06258},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaHMLI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gamesem/MannJRHB15,
author = {Steve Mann and
Ryan E. Janzen and
Valmiki Rampersad and
Jason Huang and
Lei Jimmy Ba},
editor = {Elena G. Bertozzi and
Bill Kapralos and
Nahum D. Gershon and
Jim R. Parker},
title = {"SQUEAKeys": {A} friction idiophone, for physical interaction
with mobile devices},
booktitle = {2015 {IEEE} Games Entertainment Media Conference, {GEM} 2015, Toronto,
ON, Canada, October 14-16, 2015},
pages = {1--4},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/GEM.2015.7377235},
doi = {10.1109/GEM.2015.7377235},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gamesem/MannJRHB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BaSFS15,
author = {Lei Jimmy Ba and
Kevin Swersky and
Sanja Fidler and
Ruslan Salakhutdinov},
title = {Predicting Deep Zero-Shot Convolutional Neural Networks Using Textual
Descriptions},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {4247--4255},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.483},
doi = {10.1109/ICCV.2015.483},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BaSFS15.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/BaSGF15,
author = {Jimmy Ba and
Ruslan Salakhutdinov and
Roger B. Grosse and
Brendan J. Frey},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Learning Wake-Sleep Recurrent Attention Models},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2593--2601},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/db1915052d15f7815c8b88e879465a1e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaSGF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/BaMK14,
author = {Jimmy Ba and
Volodymyr Mnih and
Koray Kavukcuoglu},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Multiple Object Recognition with Visual Attention},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.7755},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaMK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/KingmaB14,
author = {Diederik P. Kingma and
Jimmy Ba},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Adam: {A} Method for Stochastic Optimization},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6980},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KingmaB14.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/BaSFS15,
author = {Jimmy Ba and
Kevin Swersky and
Sanja Fidler and
Ruslan Salakhutdinov},
title = {Predicting Deep Zero-Shot Convolutional Neural Networks using Textual
Descriptions},
journal = {CoRR},
volume = {abs/1506.00511},
year = {2015},
url = {http://arxiv.org/abs/1506.00511},
eprinttype = {arXiv},
eprint = {1506.00511},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaSFS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaGSF15,
author = {Jimmy Ba and
Roger B. Grosse and
Ruslan Salakhutdinov and
Brendan J. Frey},
title = {Learning Wake-Sleep Recurrent Attention Models},
journal = {CoRR},
volume = {abs/1509.06812},
year = {2015},
url = {http://arxiv.org/abs/1509.06812},
eprinttype = {arXiv},
eprint = {1509.06812},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaGSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrausBF15,
author = {Oren Z. Kraus and
Lei Jimmy Ba and
Brendan J. Frey},
title = {Classifying and Segmenting Microscopy Images Using Convolutional Multiple
Instance Learning},
journal = {CoRR},
volume = {abs/1511.05286},
year = {2015},
url = {http://arxiv.org/abs/1511.05286},
eprinttype = {arXiv},
eprint = {1511.05286},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrausBF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaC14,
author = {Jimmy Ba and
Rich Caruana},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Do Deep Nets Really Need to be Deep?},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2654--2662},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/ea8fcd92d59581717e06eb187f10666d-Abstract.html},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BaC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaF13,
author = {Lei Jimmy Ba and
Brendan J. Frey},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Adaptive dropout for training deep neural networks},
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 = {3084--3092},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/7b5b23f4aadf9513306bcd59afb6e4c9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaC13,
author = {Lei Jimmy Ba and
Rich Caruana},
title = {Do Deep Nets Really Need to be Deep?},
journal = {CoRR},
volume = {abs/1312.6184},
year = {2013},
url = {http://arxiv.org/abs/1312.6184},
eprinttype = {arXiv},
eprint = {1312.6184},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BaC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tei/MannJHKBC11,
author = {Steve Mann and
Ryan E. Janzen and
Jason Huang and
Matthew B. Kelly and
Lei Jimmy Ba and
Alexander Chen},
editor = {Mark D. Gross and
Nuno Jardim Nunes and
Ellen Yi{-}Luen Do and
Stephen A. Brewster and
Ian Oakley},
title = {User-interfaces based on the water-hammer effect: water-hammer piano
as an interactive percussion surface},
booktitle = {Proceedings of the 5th International Conference on Tangible and Embedded
Interaction 2011, Funchal, Madeira, Portugal, January 22-26, 2011},
pages = {1--8},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935701.1935703},
doi = {10.1145/1935701.1935703},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tei/MannJHKBC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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