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ORCIDBibTeX records: Rob Fergus
@inproceedings{DBLP:conf/iclr/BruceAMF23,
author = {Jake Bruce and
Ankit Anand and
Bogdan Mazoure and
Rob Fergus},
title = {Learning About Progress From Experts},
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=sKc6fgce1zs},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BruceAMF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZaheerRKYJVFK23,
author = {Manzil Zaheer and
Ankit Singh Rawat and
Seungyeon Kim and
Chong You and
Himanshu Jain and
Andreas Veit and
Rob Fergus and
Sanjiv Kumar},
title = {Teacher Guided Training: An Efficient Framework for Knowledge Transfer},
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=GVSf7Z7DbYL},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZaheerRKYJVFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuDSTDFSDG23,
author = {Yilun Du and
Conor Durkan and
Robin Strudel and
Joshua B. Tenenbaum and
Sander Dieleman and
Rob Fergus and
Jascha Sohl{-}Dickstein and
Arnaud Doucet and
Will Sussman Grathwohl},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Reduce, Reuse, Recycle: Compositional Generation with Energy-Based
Diffusion Models and {MCMC}},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {8489--8510},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/du23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuDSTDFSDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SumersMAF023,
author = {Theodore R. Sumers and
Kenneth Marino and
Arun Ahuja and
Rob Fergus and
Ishita Dasgupta},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Distilling Internet-Scale Vision-Language Models into Embodied Agents},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {32797--32818},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/sumers23a.html},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SumersMAF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PiterbargPF23,
author = {Ulyana Piterbarg and
Lerrel Pinto and
Rob Fergus},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {NetHack is Hard to Hack},
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/764ba7236fb63743014fafbd87dd4f0e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PiterbargPF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12005,
author = {Seungyeon Kim and
Ankit Singh Rawat and
Manzil Zaheer and
Sadeep Jayasumana and
Veeranjaneyulu Sadhanala and
Wittawat Jitkrittum and
Aditya Krishna Menon and
Rob Fergus and
Sanjiv Kumar},
title = {EmbedDistill: {A} Geometric Knowledge Distillation for Information
Retrieval},
journal = {CoRR},
volume = {abs/2301.12005},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12005},
doi = {10.48550/ARXIV.2301.12005},
eprinttype = {arXiv},
eprint = {2301.12005},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12507,
author = {Theodore R. Sumers and
Kenneth Marino and
Arun Ahuja and
Rob Fergus and
Ishita Dasgupta},
title = {Distilling Internet-Scale Vision-Language Models into Embodied Agents},
journal = {CoRR},
volume = {abs/2301.12507},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12507},
doi = {10.48550/ARXIV.2301.12507},
eprinttype = {arXiv},
eprint = {2301.12507},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00763,
author = {Ishita Dasgupta and
Christine Kaeser{-}Chen and
Kenneth Marino and
Arun Ahuja and
Sheila Babayan and
Felix Hill and
Rob Fergus},
title = {Collaborating with language models for embodied reasoning},
journal = {CoRR},
volume = {abs/2302.00763},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00763},
doi = {10.48550/ARXIV.2302.00763},
eprinttype = {arXiv},
eprint = {2302.00763},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11552,
author = {Yilun Du and
Conor Durkan and
Robin Strudel and
Joshua B. Tenenbaum and
Sander Dieleman and
Rob Fergus and
Jascha Sohl{-}Dickstein and
Arnaud Doucet and
Will Grathwohl},
title = {Reduce, Reuse, Recycle: Compositional Generation with Energy-Based
Diffusion Models and {MCMC}},
journal = {CoRR},
volume = {abs/2302.11552},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11552},
doi = {10.48550/ARXIV.2302.11552},
eprinttype = {arXiv},
eprint = {2302.11552},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00046,
author = {Bogdan Mazoure and
Jake Bruce and
Doina Precup and
Rob Fergus and
Ankit Anand},
title = {Accelerating exploration and representation learning with offline
pre-training},
journal = {CoRR},
volume = {abs/2304.00046},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00046},
doi = {10.48550/ARXIV.2304.00046},
eprinttype = {arXiv},
eprint = {2304.00046},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19240,
author = {Ulyana Piterbarg and
Lerrel Pinto and
Rob Fergus},
title = {NetHack is Hard to Hack},
journal = {CoRR},
volume = {abs/2305.19240},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19240},
doi = {10.48550/ARXIV.2305.19240},
eprinttype = {arXiv},
eprint = {2305.19240},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11564,
author = {Arun Ahuja and
Kavya Kopparapu and
Rob Fergus and
Ishita Dasgupta},
title = {Hierarchical reinforcement learning with natural language subgoals},
journal = {CoRR},
volume = {abs/2309.11564},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11564},
doi = {10.48550/ARXIV.2309.11564},
eprinttype = {arXiv},
eprint = {2309.11564},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07540,
author = {Ulyana Piterbarg and
Lerrel Pinto and
Rob Fergus},
title = {diff History for Long-Context Language Agents},
journal = {CoRR},
volume = {abs/2312.07540},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07540},
doi = {10.48550/ARXIV.2312.07540},
eprinttype = {arXiv},
eprint = {2312.07540},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RiochetCBLFID22,
author = {Ronan Riochet and
Mario Ynocente Castro and
Mathieu Bernard and
Adam Lerer and
Rob Fergus and
V{\'{e}}ronique Izard and
Emmanuel Dupoux},
title = {IntPhys 2019: {A} Benchmark for Visual Intuitive Physics Understanding},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {9},
pages = {5016--5025},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3083839},
doi = {10.1109/TPAMI.2021.3083839},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/RiochetCBLFID22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YaratsFLP22,
author = {Denis Yarats and
Rob Fergus and
Alessandro Lazaric and
Lerrel Pinto},
title = {Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement
Learning},
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=\_SJ-\_yyes8},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YaratsFLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZaheerMGSSBADKF22,
author = {Manzil Zaheer and
Kenneth Marino and
Will Grathwohl and
John Schultz and
Wendy Shang and
Sheila Babayan and
Arun Ahuja and
Ishita Dasgupta and
Christine Kaeser{-}Chen and
Rob Fergus},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning to Navigate Wikipedia by Taking Random Walks},
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/0a245311a23460d1846043d4156445d6-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZaheerMGSSBADKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06825,
author = {Manzil Zaheer and
Ankit Singh Rawat and
Seungyeon Kim and
Chong You and
Himanshu Jain and
Andreas Veit and
Rob Fergus and
Sanjiv Kumar},
title = {Teacher Guided Training: An Efficient Framework for Knowledge Transfer},
journal = {CoRR},
volume = {abs/2208.06825},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06825},
doi = {10.48550/ARXIV.2208.06825},
eprinttype = {arXiv},
eprint = {2208.06825},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00177,
author = {Manzil Zaheer and
Kenneth Marino and
Will Grathwohl and
John Schultz and
Wendy Shang and
Sheila Babayan and
Arun Ahuja and
Ishita Dasgupta and
Christine Kaeser{-}Chen and
Rob Fergus},
title = {Learning to Navigate Wikipedia by Taking Random Walks},
journal = {CoRR},
volume = {abs/2211.00177},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00177},
doi = {10.48550/ARXIV.2211.00177},
eprinttype = {arXiv},
eprint = {2211.00177},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/RivesMSGLLGOZMF21,
author = {Alexander Rives and
Joshua Meier and
Tom Sercu and
Siddharth Goyal and
Zeming Lin and
Jason Liu and
Demi Guo and
Myle Ott and
C. Lawrence Zitnick and
Jerry Ma and
Rob Fergus},
title = {Biological structure and function emerge from scaling unsupervised
learning to 250 million protein sequences},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {118},
number = {15},
pages = {e2016239118},
year = {2021},
url = {https://doi.org/10.1073/pnas.2016239118},
doi = {10.1073/PNAS.2016239118},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/RivesMSGLLGOZMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Yarats0KAPF21,
author = {Denis Yarats and
Amy Zhang and
Ilya Kostrikov and
Brandon Amos and
Joelle Pineau and
Rob Fergus},
title = {Improving Sample Efficiency in Model-Free Reinforcement Learning from
Images},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10674--10681},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17276},
doi = {10.1609/AAAI.V35I12.17276},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Yarats0KAPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YaratsKF21,
author = {Denis Yarats and
Ilya Kostrikov and
Rob Fergus},
title = {Image Augmentation Is All You Need: Regularizing Deep Reinforcement
Learning from Pixels},
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=GY6-6sTvGaf},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YaratsKF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JaegleSABFW21,
author = {Andrew Jaegle and
Yury Sulsky and
Arun Ahuja and
Jake Bruce and
Rob Fergus and
Greg Wayne},
editor = {Marina Meila and
Tong Zhang},
title = {Imitation by Predicting Observations},
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 = {4665--4676},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jaegle21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JaegleSABFW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KostrikovFTN21,
author = {Ilya Kostrikov and
Rob Fergus and
Jonathan Tompson and
Ofir Nachum},
editor = {Marina Meila and
Tong Zhang},
title = {Offline Reinforcement Learning with Fisher Divergence Critic Regularization},
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 = {5774--5783},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kostrikov21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KostrikovFTN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaileanuF21,
author = {Roberta Raileanu and
Rob Fergus},
editor = {Marina Meila and
Tong Zhang},
title = {Decoupling Value and Policy for Generalization in Reinforcement 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 = {8787--8798},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/raileanu21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaileanuF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YaratsFLP21,
author = {Denis Yarats and
Rob Fergus and
Alessandro Lazaric and
Lerrel Pinto},
editor = {Marina Meila and
Tong Zhang},
title = {Reinforcement Learning with Prototypical Representations},
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 = {11920--11931},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yarats21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YaratsFLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RaileanuGYKF21,
author = {Roberta Raileanu and
Maxwell Goldstein and
Denis Yarats and
Ilya Kostrikov and
Rob Fergus},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Automatic Data Augmentation for Generalization in 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 = {5402--5415},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/2b38c2df6a49b97f706ec9148ce48d86-Abstract.html},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RaileanuGYKF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10330,
author = {Roberta Raileanu and
Rob Fergus},
title = {Decoupling Value and Policy for Generalization in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2102.10330},
year = {2021},
url = {https://arxiv.org/abs/2102.10330},
eprinttype = {arXiv},
eprint = {2102.10330},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11271,
author = {Denis Yarats and
Rob Fergus and
Alessandro Lazaric and
Lerrel Pinto},
title = {Reinforcement Learning with Prototypical Representations},
journal = {CoRR},
volume = {abs/2102.11271},
year = {2021},
url = {https://arxiv.org/abs/2102.11271},
eprinttype = {arXiv},
eprint = {2102.11271},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-08050,
author = {Ilya Kostrikov and
Jonathan Tompson and
Rob Fergus and
Ofir Nachum},
title = {Offline Reinforcement Learning with Fisher Divergence Critic Regularization},
journal = {CoRR},
volume = {abs/2103.08050},
year = {2021},
url = {https://arxiv.org/abs/2103.08050},
eprinttype = {arXiv},
eprint = {2103.08050},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-08050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03851,
author = {Andrew Jaegle and
Yury Sulsky and
Arun Ahuja and
Jake Bruce and
Rob Fergus and
Greg Wayne},
title = {Imitation by Predicting Observations},
journal = {CoRR},
volume = {abs/2107.03851},
year = {2021},
url = {https://arxiv.org/abs/2107.03851},
eprinttype = {arXiv},
eprint = {2107.03851},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09645,
author = {Denis Yarats and
Rob Fergus and
Alessandro Lazaric and
Lerrel Pinto},
title = {Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2107.09645},
year = {2021},
url = {https://arxiv.org/abs/2107.09645},
eprinttype = {arXiv},
eprint = {2107.09645},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DuMMFR20,
author = {Yilun Du and
Joshua Meier and
Jerry Ma and
Rob Fergus and
Alexander Rives},
title = {Energy-based models for atomic-resolution protein conformations},
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=S1e\_9xrFvS},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DuMMFR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaileanuGSF20,
author = {Roberta Raileanu and
Maxwell Goldstein and
Arthur Szlam and
Rob Fergus},
title = {Fast Adaptation to New Environments via Policy-Dynamics Value Functions},
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 = {7920--7931},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/raileanu20a.html},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaileanuGSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13167,
author = {Yilun Du and
Joshua Meier and
Jerry Ma and
Rob Fergus and
Alexander Rives},
title = {Energy-based models for atomic-resolution protein conformations},
journal = {CoRR},
volume = {abs/2004.13167},
year = {2020},
url = {https://arxiv.org/abs/2004.13167},
eprinttype = {arXiv},
eprint = {2004.13167},
timestamp = {Sat, 02 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13649,
author = {Ilya Kostrikov and
Denis Yarats and
Rob Fergus},
title = {Image Augmentation Is All You Need: Regularizing Deep Reinforcement
Learning from Pixels},
journal = {CoRR},
volume = {abs/2004.13649},
year = {2020},
url = {https://arxiv.org/abs/2004.13649},
eprinttype = {arXiv},
eprint = {2004.13649},
timestamp = {Sat, 02 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12862,
author = {Roberta Raileanu and
Maxwell Goldstein and
Denis Yarats and
Ilya Kostrikov and
Rob Fergus},
title = {Automatic Data Augmentation for Generalization in Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2006.12862},
year = {2020},
url = {https://arxiv.org/abs/2006.12862},
eprinttype = {arXiv},
eprint = {2006.12862},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15762,
author = {Kenneth Marino and
Rob Fergus and
Arthur Szlam and
Abhinav Gupta},
title = {Empirically Verifying Hypotheses Using Reinforcement Learning},
journal = {CoRR},
volume = {abs/2006.15762},
year = {2020},
url = {https://arxiv.org/abs/2006.15762},
eprinttype = {arXiv},
eprint = {2006.15762},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02879,
author = {Roberta Raileanu and
Maxwell Goldstein and
Arthur Szlam and
Rob Fergus},
title = {Fast Adaptation via Policy-Dynamics Value Functions},
journal = {CoRR},
volume = {abs/2007.02879},
year = {2020},
url = {https://arxiv.org/abs/2007.02879},
eprinttype = {arXiv},
eprint = {2007.02879},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PerezKFWKC19,
author = {Ethan Perez and
Siddharth Karamcheti and
Rob Fergus and
Jason Weston and
Douwe Kiela and
Kyunghyun Cho},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Finding Generalizable Evidence by Learning to Convince Q{\&}A
Models},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {2402--2411},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1244},
doi = {10.18653/V1/D19-1244},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/PerezKFWKC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MarinoGFS19,
author = {Kenneth Marino and
Abhinav Gupta and
Rob Fergus and
Arthur Szlam},
title = {Hierarchical {RL} Using an Ensemble of Proprioceptive Periodic Policies},
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=SJz1x20cFQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MarinoGFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-05590,
author = {William F. Whitney and
Rob Fergus},
title = {Disentangling Video with Independent Prediction},
journal = {CoRR},
volume = {abs/1901.05590},
year = {2019},
url = {http://arxiv.org/abs/1901.05590},
eprinttype = {arXiv},
eprint = {1901.05590},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-05590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05863,
author = {Ethan Perez and
Siddharth Karamcheti and
Rob Fergus and
Jason Weston and
Douwe Kiela and
Kyunghyun Cho},
title = {Finding Generalizable Evidence by Learning to Convince Q{\&}A
Models},
journal = {CoRR},
volume = {abs/1909.05863},
year = {2019},
url = {http://arxiv.org/abs/1909.05863},
eprinttype = {arXiv},
eprint = {1909.05863},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01741,
author = {Denis Yarats and
Amy Zhang and
Ilya Kostrikov and
Brandon Amos and
Joelle Pineau and
Rob Fergus},
title = {Improving Sample Efficiency in Model-Free Reinforcement Learning from
Images},
journal = {CoRR},
volume = {abs/1910.01741},
year = {2019},
url = {http://arxiv.org/abs/1910.01741},
eprinttype = {arXiv},
eprint = {1910.01741},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MisraGFHGM18,
author = {Ishan Misra and
Ross B. Girshick and
Rob Fergus and
Martial Hebert and
Abhinav Gupta and
Laurens van der Maaten},
title = {Learning by Asking Questions},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {11--20},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Misra\_Learning\_by\_Asking\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00009},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/MisraGFHGM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SukhbaatarLKSSF18,
author = {Sainbayar Sukhbaatar and
Zeming Lin and
Ilya Kostrikov and
Gabriel Synnaeve and
Arthur Szlam and
Rob Fergus},
title = {Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play},
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=SkT5Yg-RZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SukhbaatarLKSSF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DentonF18,
author = {Emily Denton and
Rob Fergus},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Stochastic Video Generation with a Learned Prior},
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 = {1182--1191},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/denton18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/DentonF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaileanuDSF18,
author = {Roberta Raileanu and
Emily Denton and
Arthur Szlam and
Rob Fergus},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Modeling Others using Oneself in Multi-Agent Reinforcement Learning},
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 = {4254--4263},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/raileanu18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RaileanuDSF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangSLSF18,
author = {Amy Zhang and
Sainbayar Sukhbaatar and
Adam Lerer and
Arthur Szlam and
Rob Fergus},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Composable Planning with Attributes},
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 = {5837--5846},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zhang18k.html},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangSLSF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07687,
author = {Emily Denton and
Rob Fergus},
title = {Stochastic Video Generation with a Learned Prior},
journal = {CoRR},
volume = {abs/1802.07687},
year = {2018},
url = {http://arxiv.org/abs/1802.07687},
eprinttype = {arXiv},
eprint = {1802.07687},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09640,
author = {Roberta Raileanu and
Emily Denton and
Arthur Szlam and
Rob Fergus},
title = {Modeling Others using Oneself in Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/1802.09640},
year = {2018},
url = {http://arxiv.org/abs/1802.09640},
eprinttype = {arXiv},
eprint = {1802.09640},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-00512,
author = {Amy Zhang and
Adam Lerer and
Sainbayar Sukhbaatar and
Rob Fergus and
Arthur Szlam},
title = {Composable Planning with Attributes},
journal = {CoRR},
volume = {abs/1803.00512},
year = {2018},
url = {http://arxiv.org/abs/1803.00512},
eprinttype = {arXiv},
eprint = {1803.00512},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-00512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-07616,
author = {Ronan Riochet and
Mario Ynocente Castro and
Mathieu Bernard and
Adam Lerer and
Rob Fergus and
V{\'{e}}ronique Izard and
Emmanuel Dupoux},
title = {IntPhys: {A} Framework and Benchmark for Visual Intuitive Physics
Reasoning},
journal = {CoRR},
volume = {abs/1803.07616},
year = {2018},
url = {http://arxiv.org/abs/1803.07616},
eprinttype = {arXiv},
eprint = {1803.07616},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-07616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09083,
author = {Sainbayar Sukhbaatar and
Emily Denton and
Arthur Szlam and
Rob Fergus},
title = {Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1811.09083},
year = {2018},
url = {http://arxiv.org/abs/1811.09083},
eprinttype = {arXiv},
eprint = {1811.09083},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2017,
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 = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SukhbaatarKSF17,
author = {Sainbayar Sukhbaatar and
Ilya Kostrikov and
Arthur Szlam and
Rob Fergus},
title = {Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play},
journal = {CoRR},
volume = {abs/1703.05407},
year = {2017},
url = {http://arxiv.org/abs/1703.05407},
eprinttype = {arXiv},
eprint = {1703.05407},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SukhbaatarKSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01238,
author = {Ishan Misra and
Ross B. Girshick and
Rob Fergus and
Martial Hebert and
Abhinav Gupta and
Laurens van der Maaten},
title = {Learning by Asking Questions},
journal = {CoRR},
volume = {abs/1712.01238},
year = {2017},
url = {http://arxiv.org/abs/1712.01238},
eprinttype = {arXiv},
eprint = {1712.01238},
timestamp = {Fri, 05 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-01238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TranBFTP16,
author = {Du Tran and
Lubomir D. Bourdev and
Rob Fergus and
Lorenzo Torresani and
Manohar Paluri},
title = {Deep End2End Voxel2Voxel Prediction},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2016, Las Vegas, NV, USA, June 26 - July
1, 2016},
pages = {402--409},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPRW.2016.57},
doi = {10.1109/CVPRW.2016.57},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TranBFTP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZarembaMJF16,
author = {Wojciech Zaremba and
Tom{\'{a}}s Mikolov and
Armand Joulin and
Rob Fergus},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Learning Simple Algorithms from Examples},
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 = {421--429},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/zaremba16.html},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZarembaMJF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LererGF16,
author = {Adam Lerer and
Sam Gross and
Rob Fergus},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Learning Physical Intuition of Block Towers by Example},
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 = {430--438},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/lerer16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LererGF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SukhbaatarSF16,
author = {Sainbayar Sukhbaatar and
Arthur Szlam and
Rob Fergus},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Learning Multiagent Communication with Backpropagation},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2244--2252},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/55b1927fdafef39c48e5b73b5d61ea60-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SukhbaatarSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LererGF16,
author = {Adam Lerer and
Sam Gross and
Rob Fergus},
title = {Learning Physical Intuition of Block Towers by Example},
journal = {CoRR},
volume = {abs/1603.01312},
year = {2016},
url = {http://arxiv.org/abs/1603.01312},
eprinttype = {arXiv},
eprint = {1603.01312},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LererGF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SukhbaatarSF16,
author = {Sainbayar Sukhbaatar and
Arthur Szlam and
Rob Fergus},
title = {Learning Multiagent Communication with Backpropagation},
journal = {CoRR},
volume = {abs/1605.07736},
year = {2016},
url = {http://arxiv.org/abs/1605.07736},
eprinttype = {arXiv},
eprint = {1605.07736},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SukhbaatarSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DentonGF16,
author = {Emily L. Denton and
Sam Gross and
Rob Fergus},
title = {Semi-Supervised Learning with Context-Conditional Generative Adversarial
Networks},
journal = {CoRR},
volume = {abs/1611.06430},
year = {2016},
url = {http://arxiv.org/abs/1611.06430},
eprinttype = {arXiv},
eprint = {1611.06430},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DentonGF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/LakeZFG15,
author = {Brenden M. Lake and
Wojciech Zaremba and
Rob Fergus and
Todd M. Gureckis},
editor = {David C. Noelle and
Rick Dale and
Anne S. Warlaumont and
Jeff Yoshimi and
Teenie Matlock and
Carolyn D. Jennings and
Paul P. Maglio},
title = {Deep Neural Networks Predict Category Typicality Ratings for Images},
booktitle = {Proceedings of the 37th Annual Meeting of the Cognitive Science Society,
CogSci 2015, Pasadena, California, USA, July 22-25, 2015},
publisher = {cognitivesciencesociety.org},
year = {2015},
url = {https://mindmodeling.org/cogsci2015/papers/0219/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:49 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/LakeZFG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GongPYBBF15,
author = {Yunchao Gong and
Marcin Pawlowski and
Fei Yang and
Louis Brandy and
Lubomir D. Bourdev and
Rob Fergus},
title = {Web scale photo hash clustering on a single machine},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {19--27},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298596},
doi = {10.1109/CVPR.2015.7298596},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GongPYBBF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WanEF15,
author = {Li Wan and
David Eigen and
Rob Fergus},
title = {End-to-end integration of a Convolutional Network, Deformable Parts
Model and non-maximum suppression},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {851--859},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298686},
doi = {10.1109/CVPR.2015.7298686},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WanEF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangPTFB15,
author = {Ning Zhang and
Manohar Paluri and
Yaniv Taigman and
Rob Fergus and
Lubomir D. Bourdev},
title = {Beyond frontal faces: Improving Person Recognition using multiple
cues},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {4804--4813},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7299113},
doi = {10.1109/CVPR.2015.7299113},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangPTFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/TangPLFB15,
author = {Kevin D. Tang and
Manohar Paluri and
Li Fei{-}Fei and
Robert Fergus and
Lubomir D. Bourdev},
title = {Improving Image Classification with Location Context},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {1008--1016},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.121},
doi = {10.1109/ICCV.2015.121},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/TangPLFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/EigenF15,
author = {David Eigen and
Rob Fergus},
title = {Predicting Depth, Surface Normals and Semantic Labels with a Common
Multi-scale Convolutional Architecture},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {2650--2658},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.304},
doi = {10.1109/ICCV.2015.304},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/EigenF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/TranBFTP15,
author = {Du Tran and
Lubomir D. Bourdev and
Rob Fergus and
Lorenzo Torresani and
Manohar Paluri},
title = {Learning Spatiotemporal Features with 3D Convolutional Networks},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {4489--4497},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.510},
doi = {10.1109/ICCV.2015.510},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/TranBFTP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DentonWPBF15,
author = {Emily Denton and
Jason Weston and
Manohar Paluri and
Lubomir D. Bourdev and
Rob Fergus},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {User Conditional Hashtag Prediction for Images},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1731--1740},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2788576},
doi = {10.1145/2783258.2788576},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DentonWPBF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DentonCSF15,
author = {Emily L. Denton and
Soumith Chintala and
Arthur Szlam and
Rob Fergus},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Deep Generative Image Models using a Laplacian Pyramid of Adversarial
Networks},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1486--1494},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/aa169b49b583a2b5af89203c2b78c67c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DentonCSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SukhbaatarSWF15,
author = {Sainbayar Sukhbaatar and
Arthur Szlam and
Jason Weston and
Rob Fergus},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {End-To-End Memory Networks},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2440--2448},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/8fb21ee7a2207526da55a679f0332de2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SukhbaatarSWF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SukhbaatarF14,
author = {Sainbayar Sukhbaatar and
Rob Fergus},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Learning from Noisy Labels with Deep Neural Networks},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1406.2080},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/SukhbaatarF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangPTFB15,
author = {Ning Zhang and
Manohar Paluri and
Yaniv Taigman and
Rob Fergus and
Lubomir D. Bourdev},
title = {Beyond Frontal Faces: Improving Person Recognition Using Multiple
Cues},
journal = {CoRR},
volume = {abs/1501.05703},
year = {2015},
url = {http://arxiv.org/abs/1501.05703},
eprinttype = {arXiv},
eprint = {1501.05703},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangPTFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SukhbaatarSWF15,
author = {Sainbayar Sukhbaatar and
Arthur Szlam and
Jason Weston and
Rob Fergus},
title = {Weakly Supervised Memory Networks},
journal = {CoRR},
volume = {abs/1503.08895},
year = {2015},
url = {http://arxiv.org/abs/1503.08895},
eprinttype = {arXiv},
eprint = {1503.08895},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SukhbaatarSWF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TangPFFB15,
author = {Kevin D. Tang and
Manohar Paluri and
Li Fei{-}Fei and
Rob Fergus and
Lubomir D. Bourdev},
title = {Improving Image Classification with Location Context},
journal = {CoRR},
volume = {abs/1505.03873},
year = {2015},
url = {http://arxiv.org/abs/1505.03873},
eprinttype = {arXiv},
eprint = {1505.03873},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TangPFFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DentonCSF15,
author = {Emily L. Denton and
Soumith Chintala and
Arthur Szlam and
Robert Fergus},
title = {Deep Generative Image Models using a Laplacian Pyramid of Adversarial
Networks},
journal = {CoRR},
volume = {abs/1506.05751},
year = {2015},
url = {http://arxiv.org/abs/1506.05751},
eprinttype = {arXiv},
eprint = {1506.05751},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DentonCSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TranBFTP15,
author = {Du Tran and
Lubomir D. Bourdev and
Rob Fergus and
Lorenzo Torresani and
Manohar Paluri},
title = {Deep End2End Voxel2Voxel Prediction},
journal = {CoRR},
volume = {abs/1511.06681},
year = {2015},
url = {http://arxiv.org/abs/1511.06681},
eprinttype = {arXiv},
eprint = {1511.06681},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TranBFTP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZarembaMJF15,
author = {Wojciech Zaremba and
Tom{\'{a}}s Mikolov and
Armand Joulin and
Rob Fergus},
title = {Learning Simple Algorithms from Examples},
journal = {CoRR},
volume = {abs/1511.07275},
year = {2015},
url = {http://arxiv.org/abs/1511.07275},
eprinttype = {arXiv},
eprint = {1511.07275},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZarembaMJF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SukhbaatarSSCF15,
author = {Sainbayar Sukhbaatar and
Arthur Szlam and
Gabriel Synnaeve and
Soumith Chintala and
Rob Fergus},
title = {MazeBase: {A} Sandbox for Learning from Games},
journal = {CoRR},
volume = {abs/1511.07401},
year = {2015},
url = {http://arxiv.org/abs/1511.07401},
eprinttype = {arXiv},
eprint = {1511.07401},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SukhbaatarSSCF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhouTSSF15,
author = {Bolei Zhou and
Yuandong Tian and
Sainbayar Sukhbaatar and
Arthur Szlam and
Rob Fergus},
title = {Simple Baseline for Visual Question Answering},
journal = {CoRR},
volume = {abs/1512.02167},
year = {2015},
url = {http://arxiv.org/abs/1512.02167},
eprinttype = {arXiv},
eprint = {1512.02167},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhouTSSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SilbermanSF14,
author = {Nathan Silberman and
David A. Sontag and
Rob Fergus},
editor = {David J. Fleet and
Tom{\'{a}}s Pajdla and
Bernt Schiele and
Tinne Tuytelaars},
title = {Instance Segmentation of Indoor Scenes Using a Coverage Loss},
booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8689},
pages = {616--631},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10590-1\_40},
doi = {10.1007/978-3-319-10590-1\_40},
timestamp = {Sat, 30 Sep 2023 09:39:19 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SilbermanSF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZeilerF14,
author = {Matthew D. Zeiler and
Rob Fergus},
editor = {David J. Fleet and
Tom{\'{a}}s Pajdla and
Bernt Schiele and
Tinne Tuytelaars},
title = {Visualizing and Understanding Convolutional Networks},
booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8689},
pages = {818--833},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10590-1\_53},
doi = {10.1007/978-3-319-10590-1\_53},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ZeilerF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DentonZBLF14,
author = {Emily L. Denton and
Wojciech Zaremba and
Joan Bruna and
Yann LeCun and
Rob Fergus},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Exploiting Linear Structure Within Convolutional Networks for Efficient
Evaluation},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1269--1277},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/2afe4567e1bf64d32a5527244d104cea-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DentonZBLF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZarembaKF14,
author = {Wojciech Zaremba and
Karol Kurach and
Rob Fergus},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Learning to Discover Efficient Mathematical Identities},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1278--1286},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/08419be897405321542838d77f855226-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZarembaKF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EigenPF14,
author = {David Eigen and
Christian Puhrsch and
Rob Fergus},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Depth Map Prediction from a Single Image using a Multi-Scale Deep
Network},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2366--2374},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/7bccfde7714a1ebadf06c5f4cea752c1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/EigenPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/EigenRFL13,
author = {David Eigen and
Jason Tyler Rolfe and
Rob Fergus and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Understanding Deep Architectures using a Recursive Convolutional Network},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Workshop Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.1847},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EigenRFL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SermanetEZMFL13,
author = {Pierre Sermanet and
David Eigen and
Xiang Zhang and
Micha{\"{e}}l Mathieu and
Rob Fergus and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {OverFeat: Integrated Recognition, Localization and Detection using
Convolutional 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/1312.6229},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SermanetEZMFL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SzegedyZSBEGF13,
author = {Christian Szegedy and
Wojciech Zaremba and
Ilya Sutskever and
Joan Bruna and
Dumitru Erhan and
Ian J. Goodfellow and
Rob Fergus},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Intriguing properties of 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/1312.6199},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SzegedyZSBEGF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DentonZBLF14,
author = {Emily Denton and
Wojciech Zaremba and
Joan Bruna and
Yann LeCun and
Rob Fergus},
title = {Exploiting Linear Structure Within Convolutional Networks for Efficient
Evaluation},
journal = {CoRR},
volume = {abs/1404.0736},
year = {2014},
url = {http://arxiv.org/abs/1404.0736},
eprinttype = {arXiv},
eprint = {1404.0736},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DentonZBLF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZarembaKF14,
author = {Wojciech Zaremba and
Karol Kurach and
Rob Fergus},
title = {Learning to Discover Efficient Mathematical Identities},
journal = {CoRR},
volume = {abs/1406.1584},
year = {2014},
url = {http://arxiv.org/abs/1406.1584},
eprinttype = {arXiv},
eprint = {1406.1584},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZarembaKF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EigenPF14,
author = {David Eigen and
Christian Puhrsch and
Rob Fergus},
title = {Depth Map Prediction from a Single Image using a Multi-Scale Deep
Network},
journal = {CoRR},
volume = {abs/1406.2283},
year = {2014},
url = {http://arxiv.org/abs/1406.2283},
eprinttype = {arXiv},
eprint = {1406.2283},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EigenPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BourdevYF14,
author = {Lubomir D. Bourdev and
Fei Yang and
Rob Fergus},
title = {Deep Poselets for Human Detection},
journal = {CoRR},
volume = {abs/1407.0717},
year = {2014},
url = {http://arxiv.org/abs/1407.0717},
eprinttype = {arXiv},
eprint = {1407.0717},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BourdevYF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EigenF14,
author = {David Eigen and
Rob Fergus},
title = {Predicting Depth, Surface Normals and Semantic Labels with a Common
Multi-Scale Convolutional Architecture},
journal = {CoRR},
volume = {abs/1411.4734},
year = {2014},
url = {http://arxiv.org/abs/1411.4734},
eprinttype = {arXiv},
eprint = {1411.4734},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EigenF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WanEF14,
author = {Li Wan and
David Eigen and
Rob Fergus},
title = {End-to-End Integration of a Convolutional Network, Deformable Parts
Model and Non-Maximum Suppression},
journal = {CoRR},
volume = {abs/1411.5309},
year = {2014},
url = {http://arxiv.org/abs/1411.5309},
eprinttype = {arXiv},
eprint = {1411.5309},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WanEF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TranBFTP14,
author = {Du Tran and
Lubomir D. Bourdev and
Rob Fergus and
Lorenzo Torresani and
Manohar Paluri},
title = {{C3D:} Generic Features for Video Analysis},
journal = {CoRR},
volume = {abs/1412.0767},
year = {2014},
url = {http://arxiv.org/abs/1412.0767},
eprinttype = {arXiv},
eprint = {1412.0767},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TranBFTP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/EigenKF13,
author = {David Eigen and
Dilip Krishnan and
Rob Fergus},
title = {Restoring an Image Taken through a Window Covered with Dirt or Rain},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
Australia, December 1-8, 2013},
pages = {633--640},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCV.2013.84},
doi = {10.1109/ICCV.2013.84},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/EigenKF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WanZZLF13,
author = {Li Wan and
Matthew D. Zeiler and
Sixin Zhang and
Yann LeCun and
Rob Fergus},
title = {Regularization of Neural Networks using DropConnect},
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 = {1058--1066},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/wan13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/WanZZLF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3557,
author = {Matthew D. Zeiler and
Rob Fergus},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Stochastic Pooling for Regularization of Deep Convolutional Neural
Networks},
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/1301.3557},
timestamp = {Thu, 04 Apr 2019 13:20:07 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/GraumanF13,
author = {Kristen Grauman and
Rob Fergus},
editor = {Roberto Cipolla and
Sebastiano Battiato and
Giovanni Maria Farinella},
title = {Learning Binary Hash Codes for Large-Scale Image Search},
booktitle = {Machine Learning for Computer Vision},
series = {Studies in Computational Intelligence},
volume = {411},
pages = {49--87},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-28661-2\_3},
doi = {10.1007/978-3-642-28661-2\_3},
timestamp = {Wed, 28 Jun 2017 15:35:41 +0200},
biburl = {https://dblp.org/rec/series/sci/GraumanF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZeilerF13,
author = {Matthew D. Zeiler and
Rob Fergus},
title = {Visualizing and Understanding Convolutional Networks},
journal = {CoRR},
volume = {abs/1311.2901},
year = {2013},
url = {http://arxiv.org/abs/1311.2901},
eprinttype = {arXiv},
eprint = {1311.2901},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZeilerF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrishnanBF13,
author = {Dilip Krishnan and
Joan Bruna and
Rob Fergus},
title = {Blind Deconvolution with Re-weighted Sparsity Promotion},
journal = {CoRR},
volume = {abs/1311.4029},
year = {2013},
url = {http://arxiv.org/abs/1311.4029},
eprinttype = {arXiv},
eprint = {1311.4029},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrishnanBF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/EigenF12,
author = {David Eigen and
Rob Fergus},
title = {Nonparametric image parsing using adaptive neighbor sets},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {2799--2806},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6248004},
doi = {10.1109/CVPR.2012.6248004},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/EigenF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/WeissFT12,
author = {Yair Weiss and
Rob Fergus and
Antonio Torralba},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Multidimensional Spectral Hashing},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {7576},
pages = {340--353},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33715-4\_25},
doi = {10.1007/978-3-642-33715-4\_25},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/WeissFT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SilbermanHKF12,
author = {Nathan Silberman and
Derek Hoiem and
Pushmeet Kohli and
Rob Fergus},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Indoor Segmentation and Support Inference from {RGBD} Images},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {7576},
pages = {746--760},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33715-4\_54},
doi = {10.1007/978-3-642-33715-4\_54},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SilbermanHKF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WanZF12,
author = {Li Wan and
Leo Zhu and
Rob Fergus},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {A Hybrid Neural Network-Latent Topic Model},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {1287--1294},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/wan12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WanZF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-0151,
author = {Matthew D. Zeiler and
Rob Fergus},
title = {Differentiable Pooling for Hierarchical Feature Learning},
journal = {CoRR},
volume = {abs/1207.0151},
year = {2012},
url = {http://arxiv.org/abs/1207.0151},
eprinttype = {arXiv},
eprint = {1207.0151},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-0151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KrishnanTF11,
author = {Dilip Krishnan and
Terence Tay and
Rob Fergus},
title = {Blind deconvolution using a normalized sparsity measure},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {233--240},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995521},
doi = {10.1109/CVPR.2011.5995521},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KrishnanTF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TaylorSBF11,
author = {Graham W. Taylor and
Ian Spiro and
Christoph Bregler and
Rob Fergus},
title = {Learning invariance through imitation},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {2729--2736},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995538},
doi = {10.1109/CVPR.2011.5995538},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TaylorSBF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZeilerTF11,
author = {Matthew D. Zeiler and
Graham W. Taylor and
Rob Fergus},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Adaptive deconvolutional networks for mid and high level feature learning},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {2018--2025},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126474},
doi = {10.1109/ICCV.2011.6126474},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZeilerTF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/SilbermanF11,
author = {Nathan Silberman and
Rob Fergus},
title = {Indoor scene segmentation using a structured light sensor},
booktitle = {{IEEE} International Conference on Computer Vision Workshops, {ICCV}
2011 Workshops, Barcelona, Spain, November 6-13, 2011},
pages = {601--608},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCVW.2011.6130298},
doi = {10.1109/ICCVW.2011.6130298},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/SilbermanF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZeilerTSMF11,
author = {Matthew D. Zeiler and
Graham W. Taylor and
Leonid Sigal and
Iain A. Matthews and
Rob Fergus},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann
Machines},
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 = {1629--1637},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/d2ed45a52bc0edfa11c2064e9edee8bf-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZeilerTSMF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/Fergus0PZ10,
author = {Robert Fergus and
Li Fei{-}Fei and
Pietro Perona and
Andrew Zisserman},
title = {Learning Object Categories From Internet Image Searches},
journal = {Proc. {IEEE}},
volume = {98},
number = {8},
pages = {1453--1466},
year = {2010},
url = {https://doi.org/10.1109/JPROC.2010.2048990},
doi = {10.1109/JPROC.2010.2048990},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/Fergus0PZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/SilbermanAFS10,
author = {Nathan Silberman and
Kristy Ahrlich and
Rob Fergus and
Lakshminarayanan Subramanian},
title = {Case for Automated Detection of Diabetic Retinopathy},
booktitle = {Artificial Intelligence for Development, Papers from the 2010 {AAAI}
Spring Symposium, Technical Report SS-10-01, Stanford, California,
USA, March 22-24, 2010},
publisher = {{AAAI}},
year = {2010},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS10/paper/view/1186},
timestamp = {Fri, 17 Feb 2012 13:29:13 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/SilbermanAFS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZeilerKTF10,
author = {Matthew D. Zeiler and
Dilip Krishnan and
Graham W. Taylor and
Robert Fergus},
title = {Deconvolutional networks},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {2528--2535},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539957},
doi = {10.1109/CVPR.2010.5539957},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZeilerKTF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TaylorFLB10,
author = {Graham W. Taylor and
Rob Fergus and
Yann LeCun and
Christoph Bregler},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Convolutional Learning of Spatio-temporal Features},
booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {6316},
pages = {140--153},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15567-3\_11},
doi = {10.1007/978-3-642-15567-3\_11},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/TaylorFLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/FergusBWT10,
author = {Robert Fergus and
Hector Bernal and
Yair Weiss and
Antonio Torralba},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Semantic Label Sharing for Learning with Many Categories},
booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6311},
pages = {762--775},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15549-9\_55},
doi = {10.1007/978-3-642-15549-9\_55},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/FergusBWT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaylorFWSB10,
author = {Graham W. Taylor and
Rob Fergus and
George Williams and
Ian Spiro and
Christoph Bregler},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Pose-Sensitive Embedding by Nonlinear {NCA} Regression},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {2280--2288},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/d56b9fc4b0f1be8871f5e1c40c0067e7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TaylorFWSB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/KrishnanF09,
author = {Dilip Krishnan and
Rob Fergus},
title = {Dark flash photography},
journal = {{ACM} Trans. Graph.},
volume = {28},
number = {3},
pages = {96},
year = {2009},
url = {https://doi.org/10.1145/1531326.1531402},
doi = {10.1145/1531326.1531402},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/KrishnanF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KavukcuogluRFL09,
author = {Koray Kavukcuoglu and
Marc'Aurelio Ranzato and
Rob Fergus and
Yann LeCun},
title = {Learning invariant features through topographic filter maps},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {1605--1612},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206545},
doi = {10.1109/CVPR.2009.5206545},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KavukcuogluRFL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FergusWT09,
author = {Rob Fergus and
Yair Weiss and
Antonio Torralba},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Semi-Supervised Learning in Gigantic Image Collections},
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 = {522--530},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/1651cf0d2f737d7adeab84d339dbabd3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FergusWT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrishnanF09,
author = {Dilip Krishnan and
Rob Fergus},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Fast Image Deconvolution using Hyper-Laplacian Priors},
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 = {1033--1041},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/3dd48ab31d016ffcbf3314df2b3cb9ce-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KrishnanF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TorralbaFF08,
author = {Antonio Torralba and
Robert Fergus and
William T. Freeman},
title = {80 Million Tiny Images: {A} Large Data Set for Nonparametric Object
and Scene Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {30},
number = {11},
pages = {1958--1970},
year = {2008},
url = {https://doi.org/10.1109/TPAMI.2008.128},
doi = {10.1109/TPAMI.2008.128},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/TorralbaFF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TorralbaFW08,
author = {Antonio Torralba and
Robert Fergus and
Yair Weiss},
title = {Small codes and large image databases for recognition},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587633},
doi = {10.1109/CVPR.2008.4587633},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TorralbaFW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WeissTF08,
author = {Yair Weiss and
Antonio Torralba and
Robert Fergus},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Spectral Hashing},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1753--1760},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/d58072be2820e8682c0a27c0518e805e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WeissTF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/Fei-FeiFP07,
author = {Li Fei{-}Fei and
Robert Fergus and
Pietro Perona},
title = {Learning generative visual models from few training examples: An incremental
Bayesian approach tested on 101 object categories},
journal = {Comput. Vis. Image Underst.},
volume = {106},
number = {1},
pages = {59--70},
year = {2007},
url = {https://doi.org/10.1016/j.cviu.2005.09.012},
doi = {10.1016/J.CVIU.2005.09.012},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cviu/Fei-FeiFP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/FergusPZ07,
author = {Robert Fergus and
Pietro Perona and
Andrew Zisserman},
title = {Weakly Supervised Scale-Invariant Learning of Models for Visual Recognition},
journal = {Int. J. Comput. Vis.},
volume = {71},
number = {3},
pages = {273--303},
year = {2007},
url = {https://doi.org/10.1007/s11263-006-8707-x},
doi = {10.1007/S11263-006-8707-X},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/FergusPZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/LevinFDF07,
author = {Anat Levin and
Robert Fergus and
Fr{\'{e}}do Durand and
William T. Freeman},
title = {Image and depth from a conventional camera with a coded aperture},
journal = {{ACM} Trans. Graph.},
volume = {26},
number = {3},
pages = {70},
year = {2007},
url = {https://doi.org/10.1145/1276377.1276464},
doi = {10.1145/1276377.1276464},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/LevinFDF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RussellTLFF07,
author = {Bryan C. Russell and
Antonio Torralba and
Ce Liu and
Robert Fergus and
William T. Freeman},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Object Recognition by Scene Alignment},
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 = {1241--1248},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/e07413354875be01a996dc560274708e-Abstract.html},
timestamp = {Wed, 28 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RussellTLFF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Fei-FeiFP06,
author = {Li Fei{-}Fei and
Robert Fergus and
Pietro Perona},
title = {One-Shot Learning of Object Categories},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {28},
number = {4},
pages = {594--611},
year = {2006},
url = {https://doi.org/10.1109/TPAMI.2006.79},
doi = {10.1109/TPAMI.2006.79},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/Fei-FeiFP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/FergusSHRF06,
author = {Robert Fergus and
Barun Singh and
Aaron Hertzmann and
Sam T. Roweis and
William T. Freeman},
title = {Removing camera shake from a single photograph},
journal = {{ACM} Trans. Graph.},
volume = {25},
number = {3},
pages = {787--794},
year = {2006},
url = {https://doi.org/10.1145/1141911.1141956},
doi = {10.1145/1141911.1141956},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/FergusSHRF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clor/FergusPZ06,
author = {Robert Fergus and
Pietro Perona and
Andrew Zisserman},
editor = {Jean Ponce and
Martial Hebert and
Cordelia Schmid and
Andrew Zisserman},
title = {A Sparse Object Category Model for Efficient Learning and Complete
Recognition},
booktitle = {Toward Category-Level Object Recognition},
series = {Lecture Notes in Computer Science},
volume = {4170},
pages = {443--461},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11957959\_23},
doi = {10.1007/11957959\_23},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/clor/FergusPZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Fergus05,
author = {Robert Fergus},
title = {Visual object category recognition},
school = {University of Oxford, {UK}},
year = {2005},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.425029},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Fergus05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FergusPZ05,
author = {Robert Fergus and
Pietro Perona and
Andrew Zisserman},
title = {A Sparse Object Category Model for Efficient Learning and Exhaustive
Recognition},
booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}},
pages = {380--387},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CVPR.2005.47},
doi = {10.1109/CVPR.2005.47},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/FergusPZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/FergusFPZ05,
author = {Robert Fergus and
Li Fei{-}Fei and
Pietro Perona and
Andrew Zisserman},
title = {Learning Object Categories from Google's Image Search},
booktitle = {10th {IEEE} International Conference on Computer Vision {(ICCV} 2005),
17-20 October 2005, Beijing, China},
pages = {1816--1823},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICCV.2005.142},
doi = {10.1109/ICCV.2005.142},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/FergusFPZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiFP04,
author = {Li Fei{-}Fei and
Rob Fergus and
Pietro Perona},
title = {Learning Generative Visual Models from Few Training Examples: An Incremental
Bayesian Approach Tested on 101 Object Categories},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2004, Washington, DC, USA, June 27 - July 2, 2004},
pages = {178},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CVPR.2004.383},
doi = {10.1109/CVPR.2004.383},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiFP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/FergusPZ04,
author = {Robert Fergus and
Pietro Perona and
Andrew Zisserman},
editor = {Tom{\'{a}}s Pajdla and
Jiri Matas},
title = {A Visual Category Filter for Google Images},
booktitle = {Computer Vision - {ECCV} 2004, 8th European Conference on Computer
Vision, Prague, Czech Republic, May 11-14, 2004. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {3021},
pages = {242--256},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24670-1\_19},
doi = {10.1007/978-3-540-24670-1\_19},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/FergusPZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FergusZP04,
author = {Robert Fergus and
Andrew Zisserman and
Pietro Perona},
title = {Sampling Methods for Unsupervised Learning},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {433--440},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/d7619beb6eb189509885fbc192d2874b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FergusZP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FergusPZ03,
author = {Robert Fergus and
Pietro Perona and
Andrew Zisserman},
title = {Object Class Recognition by Unsupervised Scale-Invariant Learning},
booktitle = {2003 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2003), 16-22 June 2003, Madison, WI, {USA}},
pages = {264--271},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/CVPR.2003.1211479},
doi = {10.1109/CVPR.2003.1211479},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/FergusPZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Fei-FeiFP03,
author = {Li Fei{-}Fei and
Robert Fergus and
Pietro Perona},
title = {A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories},
booktitle = {9th {IEEE} International Conference on Computer Vision {(ICCV} 2003),
14-17 October 2003, Nice, France},
pages = {1134--1141},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICCV.2003.1238476},
doi = {10.1109/ICCV.2003.1238476},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Fei-FeiFP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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