Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Arthur Szlam
@article{DBLP:journals/corr/abs-2401-09135,
author = {Bo Liu and
Rachita Chhaparia and
Arthur Douillard and
Satyen Kale and
Andrei A. Rusu and
Jiajun Shen and
Arthur Szlam and
Marc'Aurelio Ranzato},
title = {Asynchronous Local-SGD Training for Language Modeling},
journal = {CoRR},
volume = {abs/2401.09135},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09135},
doi = {10.48550/ARXIV.2401.09135},
eprinttype = {arXiv},
eprint = {2401.09135},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10616,
author = {Arthur Douillard and
Qixuan Feng and
Andrei A. Rusu and
Adhiguna Kuncoro and
Yani Donchev and
Rachita Chhaparia and
Ionel Gog and
Marc'Aurelio Ranzato and
Jiajun Shen and
Arthur Szlam},
title = {DiPaCo: Distributed Path Composition},
journal = {CoRR},
volume = {abs/2403.10616},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10616},
doi = {10.48550/ARXIV.2403.10616},
eprinttype = {arXiv},
eprint = {2403.10616},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LanchantinSSSSS23,
author = {Jack Lanchantin and
Sainbayar Sukhbaatar and
Gabriel Synnaeve and
Yuxuan Sun and
Kavya Srinet and
Arthur Szlam},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {A Data Source for Reasoning Embodied Agents},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {8438--8446},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.26017},
doi = {10.1609/AAAI.V37I7.26017},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LanchantinSSSSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LanchantinTWSS23,
author = {Jack Lanchantin and
Shubham Toshniwal and
Jason Weston and
Arthur Szlam and
Sainbayar Sukhbaatar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning to Reason and Memorize with Self-Notes},
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/274d0146144643ee2459a602123c60ff-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LanchantinTWSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/ShafiullahPPCS23,
author = {Nur Muhammad (Mahi) Shafiullah and
Chris Paxton and
Lerrel Pinto and
Soumith Chintala and
Arthur Szlam},
editor = {Kostas E. Bekris and
Kris Hauser and
Sylvia L. Herbert and
Jingjin Yu},
title = {CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory},
booktitle = {Robotics: Science and Systems XIX, Daegu, Republic of Korea, July
10-14, 2023},
year = {2023},
url = {https://doi.org/10.15607/RSS.2023.XIX.074},
doi = {10.15607/RSS.2023.XIX.074},
timestamp = {Thu, 20 Jul 2023 14:53:22 +0200},
biburl = {https://dblp.org/rec/conf/rss/ShafiullahPPCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05746,
author = {Alexander Gurung and
Mojtaba Komeili and
Arthur Szlam and
Jason Weston and
Jack Urbanek},
title = {Infusing Commonsense World Models with Graph Knowledge},
journal = {CoRR},
volume = {abs/2301.05746},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05746},
doi = {10.48550/ARXIV.2301.05746},
eprinttype = {arXiv},
eprint = {2301.05746},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13835,
author = {Jimmy Wei and
Kurt Shuster and
Arthur Szlam and
Jason Weston and
Jack Urbanek and
Mojtaba Komeili},
title = {Multi-Party Chat: Conversational Agents in Group Settings with Humans
and Models},
journal = {CoRR},
volume = {abs/2304.13835},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13835},
doi = {10.48550/ARXIV.2304.13835},
eprinttype = {arXiv},
eprint = {2304.13835},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00833,
author = {Jack Lanchantin and
Shubham Toshniwal and
Jason Weston and
Arthur Szlam and
Sainbayar Sukhbaatar},
title = {Learning to Reason and Memorize with Self-Notes},
journal = {CoRR},
volume = {abs/2305.00833},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00833},
doi = {10.48550/ARXIV.2305.00833},
eprinttype = {arXiv},
eprint = {2305.00833},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10783,
author = {Shrestha Mohanty and
Negar Arabzadeh and
Julia Kiseleva and
Artem Zholus and
Milagro Teruel and
Ahmed Awadallah and
Yuxuan Sun and
Kavya Srinet and
Arthur Szlam},
title = {Transforming Human-Centered {AI} Collaboration: Redefining Embodied
Agents Capabilities through Interactive Grounded Language Instructions},
journal = {CoRR},
volume = {abs/2305.10783},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10783},
doi = {10.48550/ARXIV.2305.10783},
eprinttype = {arXiv},
eprint = {2305.10783},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07974,
author = {Jack Lanchantin and
Sainbayar Sukhbaatar and
Gabriel Synnaeve and
Yuxuan Sun and
Kavya Srinet and
Arthur Szlam},
title = {A Data Source for Reasoning Embodied Agents},
journal = {CoRR},
volume = {abs/2309.07974},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07974},
doi = {10.48550/ARXIV.2309.07974},
eprinttype = {arXiv},
eprint = {2309.07974},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08105,
author = {Arthur Douillard and
Qixuang Feng and
Andrei A. Rusu and
Rachita Chhaparia and
Yani Donchev and
Adhiguna Kuncoro and
Marc'Aurelio Ranzato and
Arthur Szlam and
Jiajun Shen},
title = {DiLoCo: Distributed Low-Communication Training of Language Models},
journal = {CoRR},
volume = {abs/2311.08105},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08105},
doi = {10.48550/ARXIV.2311.08105},
eprinttype = {arXiv},
eprint = {2311.08105},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/MielkeSDB22,
author = {Sabrina J. Mielke and
Arthur Szlam and
Emily Dinan and
Y{-}Lan Boureau},
title = {Reducing Conversational Agents' Overconfidence through Linguistic
Calibration},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {10},
pages = {857--872},
year = {2022},
url = {https://transacl.org/ojs/index.php/tacl/article/view/3537},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/MielkeSDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XuSW22,
author = {Jing Xu and
Arthur Szlam and
Jason Weston},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Beyond Goldfish Memory: Long-Term Open-Domain Conversation},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {5180--5197},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.356},
doi = {10.18653/V1/2022.ACL-LONG.356},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XuSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/HayesNKDS22,
author = {Tyler L. Hayes and
Maximilian Nickel and
Christopher Kanan and
Ludovic Denoyer and
Arthur Szlam},
title = {Can {I} see an Example? Active Learning the Long Tail of Attributes
and Relations},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {134},
publisher = {{BMVA} Press},
year = {2022},
url = {https://bmvc2022.mpi-inf.mpg.de/134/},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/HayesNKDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0001KARSW22,
author = {Kurt Shuster and
Mojtaba Komeili and
Leonard Adolphs and
Stephen Roller and
Arthur Szlam and
Jason Weston},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Language Models that Seek for Knowledge: Modular Search {\&} Generation
for Dialogue and Prompt Completion},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {373--393},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.27},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.27},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0001KARSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Adolphs0USW22,
author = {Leonard Adolphs and
Kurt Shuster and
Jack Urbanek and
Arthur Szlam and
Jason Weston},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Reason first, then respond: Modular Generation for Knowledge-infused
Dialogue},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {7112--7132},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.527},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.527},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Adolphs0USW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/0001USW22,
author = {Kurt Shuster and
Jack Urbanek and
Arthur Szlam and
Jason Weston},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Am {I} Me or You? State-of-the-Art Dialogue Models Cannot Maintain
an Identity},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {2367--2387},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.182},
doi = {10.18653/V1/2022.FINDINGS-NAACL.182},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/0001USW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-06215,
author = {Tyler L. Hayes and
Maximilian Nickel and
Christopher Kanan and
Ludovic Denoyer and
Arthur Szlam},
title = {Can {I} see an Example? Active Learning the Long Tail of Attributes
and Relations},
journal = {CoRR},
volume = {abs/2203.06215},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.06215},
doi = {10.48550/ARXIV.2203.06215},
eprinttype = {arXiv},
eprint = {2203.06215},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-06215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13224,
author = {Kurt Shuster and
Mojtaba Komeili and
Leonard Adolphs and
Stephen Roller and
Arthur Szlam and
Jason Weston},
title = {Language Models that Seek for Knowledge: Modular Search {\&} Generation
for Dialogue and Prompt Completion},
journal = {CoRR},
volume = {abs/2203.13224},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13224},
doi = {10.48550/ARXIV.2203.13224},
eprinttype = {arXiv},
eprint = {2203.13224},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08687,
author = {Yuxuan Sun and
Ethan Carlson and
Rebecca Qian and
Kavya Srinet and
Arthur Szlam},
title = {Many Episode Learning in a Modular Embodied Agent via End-to-End Interaction},
journal = {CoRR},
volume = {abs/2204.08687},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08687},
doi = {10.48550/ARXIV.2204.08687},
eprinttype = {arXiv},
eprint = {2204.08687},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02388,
author = {Julia Kiseleva and
Ziming Li and
Mohammad Aliannejadi and
Shrestha Mohanty and
Maartje ter Hoeve and
Mikhail Burtsev and
Alexey Skrynnik and
Artem Zholus and
Aleksandr I. Panov and
Kavya Srinet and
Arthur Szlam and
Yuxuan Sun and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Katja Hofmann and
Ahmed Awadallah and
Linar Abdrazakov and
Igor Churin and
Putra Manggala and
Kata Nasz{\'{a}}di and
Michiel van der Meer and
Taewoon Kim},
title = {Interactive Grounded Language Understanding in a Collaborative Environment:
{IGLU} 2021},
journal = {CoRR},
volume = {abs/2205.02388},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02388},
doi = {10.48550/ARXIV.2205.02388},
eprinttype = {arXiv},
eprint = {2205.02388},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13771,
author = {Julia Kiseleva and
Alexey Skrynnik and
Artem Zholus and
Shrestha Mohanty and
Negar Arabzadeh and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Mohammad Aliannejadi and
Milagro Teruel and
Ziming Li and
Mikhail Burtsev and
Maartje ter Hoeve and
Zoya Volovikova and
Aleksandr I. Panov and
Yuxuan Sun and
Kavya Srinet and
Arthur Szlam and
Ahmed Awadallah},
title = {{IGLU} 2022: Interactive Grounded Language Understanding in a Collaborative
Environment at NeurIPS 2022},
journal = {CoRR},
volume = {abs/2205.13771},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13771},
doi = {10.48550/ARXIV.2205.13771},
eprinttype = {arXiv},
eprint = {2205.13771},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00142,
author = {Artem Zholus and
Alexey Skrynnik and
Shrestha Mohanty and
Zoya Volovikova and
Julia Kiseleva and
Arthur Szlam and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Aleksandr I. Panov},
title = {{IGLU} Gridworld: Simple and Fast Environment for Embodied Dialog
Agents},
journal = {CoRR},
volume = {abs/2206.00142},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00142},
doi = {10.48550/ARXIV.2206.00142},
eprinttype = {arXiv},
eprint = {2206.00142},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03188,
author = {Kurt Shuster and
Jing Xu and
Mojtaba Komeili and
Da Ju and
Eric Michael Smith and
Stephen Roller and
Megan Ung and
Moya Chen and
Kushal Arora and
Joshua Lane and
Morteza Behrooz and
William Ngan and
Spencer Poff and
Naman Goyal and
Arthur Szlam and
Y{-}Lan Boureau and
Melanie Kambadur and
Jason Weston},
title = {BlenderBot 3: a deployed conversational agent that continually learns
to responsibly engage},
journal = {CoRR},
volume = {abs/2208.03188},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03188},
doi = {10.48550/ARXIV.2208.03188},
eprinttype = {arXiv},
eprint = {2208.03188},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05663,
author = {Nur Muhammad (Mahi) Shafiullah and
Chris Paxton and
Lerrel Pinto and
Soumith Chintala and
Arthur Szlam},
title = {CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory},
journal = {CoRR},
volume = {abs/2210.05663},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05663},
doi = {10.48550/ARXIV.2210.05663},
eprinttype = {arXiv},
eprint = {2210.05663},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06552,
author = {Shrestha Mohanty and
Negar Arabzadeh and
Milagro Teruel and
Yuxuan Sun and
Artem Zholus and
Alexey Skrynnik and
Mikhail Burtsev and
Kavya Srinet and
Aleksandr Panov and
Arthur Szlam and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Julia Kiseleva},
title = {Collecting Interactive Multi-modal Datasets for Grounded Language
Understanding},
journal = {CoRR},
volume = {abs/2211.06552},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06552},
doi = {10.48550/ARXIV.2211.06552},
eprinttype = {arXiv},
eprint = {2211.06552},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BakhtinDGORS21,
author = {Anton Bakhtin and
Yuntian Deng and
Sam Gross and
Myle Ott and
Marc'Aurelio Ranzato and
Arthur Szlam},
title = {Residual Energy-Based Models for Text},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {40:1--40:41},
year = {2021},
url = {http://jmlr.org/papers/v22/20-326.html},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/BakhtinDGORS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ShusterUDSW21,
author = {Kurt Shuster and
Jack Urbanek and
Emily Dinan and
Arthur Szlam and
Jason Weston},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Dialogue in the Wild: Learning from a Deployed Role-Playing Game with
Humans and Bots},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {611--624},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.54},
doi = {10.18653/V1/2021.FINDINGS-ACL.54},
timestamp = {Fri, 27 Aug 2021 08:39:19 +0200},
biburl = {https://dblp.org/rec/conf/acl/ShusterUDSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SukhbaatarJPRSW21,
author = {Sainbayar Sukhbaatar and
Da Ju and
Spencer Poff and
Stephen Roller and
Arthur Szlam and
Jason Weston and
Angela Fan},
editor = {Marina Meila and
Tong Zhang},
title = {Not All Memories are Created Equal: Learning to Forget by Expiring},
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 = {9902--9912},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sukhbaatar21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SukhbaatarJPRSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VedantamSNML21,
author = {Ramakrishna Vedantam and
Arthur Szlam and
Maximilian Nickel and
Ari Morcos and
Brenden M. Lake},
editor = {Marina Meila and
Tong Zhang},
title = {{CURI:} {A} Benchmark for Productive Concept Learning Under Uncertainty},
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 = {10519--10529},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/vedantam21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VedantamSNML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/PratikCSGQSDETH21,
author = {Anurag Pratik and
Soumith Chintala and
Kavya Srinet and
Dhiraj Gandhi and
Rebecca Qian and
Yuxuan Sun and
Ryan Drew and
Sara Elkafrawy and
Anoushka Tiwari and
Tucker Hart and
Mary Williamson and
Abhinav Gupta and
Arthur Szlam},
title = {droidlet: modular, heterogenous, multi-modal agents},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {13716--13723},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9561446},
doi = {10.1109/ICRA48506.2021.9561446},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/PratikCSGQSDETH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/AmmanabroluULSR21,
author = {Prithviraj Ammanabrolu and
Jack Urbanek and
Margaret Li and
Arthur Szlam and
Tim Rockt{\"{a}}schel and
Jason Weston},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak
and Act in Fantasy Worlds},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {807--833},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.64},
doi = {10.18653/V1/2021.NAACL-MAIN.64},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/AmmanabroluULSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Kiseleva0AMHBSZ21,
author = {Julia Kiseleva and
Ziming Li and
Mohammad Aliannejadi and
Shrestha Mohanty and
Maartje ter Hoeve and
Mikhail Burtsev and
Alexey Skrynnik and
Artem Zholus and
Aleksandr Panov and
Kavya Srinet and
Arthur Szlam and
Yuxuan Sun and
Katja Hofmann and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Ahmed Hassan Awadallah and
Linar Abdrazakov and
Igor Churin and
Putra Manggala and
Kata Nasz{\'{a}}di and
Michiel van der Meer and
Taewoon Kim},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {Interactive Grounded Language Understanding in a Collaborative Environment:
{IGLU} 2021},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {146--161},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/kiseleva22a.html},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Kiseleva0AMHBSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KiselevaSZMACATLBHVPSSSARKNHZAQZG21,
author = {Julia Kiseleva and
Alexey Skrynnik and
Artem Zholus and
Shrestha Mohanty and
Negar Arabzadeh and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Mohammad Aliannejadi and
Milagro Teruel and
Ziming Li and
Mikhail Burtsev and
Maartje ter Hoeve and
Zoya Volovikova and
Aleksandr Panov and
Yuxuan Sun and
Kavya Srinet and
Arthur Szlam and
Ahmed Awadallah and
Seungeun Rho and
Taehwan Kwon and
Daniel Wontae Nam and
Felipe Bivort Haiek and
Edwin Zhang and
Linar Abdrazakov and
Guo Qingyam and
Jason Zhang and
Zhibin Guo},
editor = {Marco Ciccone and
Gustavo Stolovitzky and
Jacob Albrecht},
title = {Interactive Grounded Language Understanding in a Collaborative Environment:
Retrospective on Iglu 2022 Competition},
booktitle = {NeurIPS 2022 Competition Track, November 28 - December 9, 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {220},
pages = {204--216},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v220/kiseleva22a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KiselevaSZMACATLBHVPSSSARKNHZAQZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RollerSSW21,
author = {Stephen Roller and
Sainbayar Sukhbaatar and
Arthur Szlam and
Jason Weston},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Hash Layers For Large Sparse Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17555--17566},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/92bf5e6240737e0326ea59846a83e076-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RollerSSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10384,
author = {Anurag Pratik and
Soumith Chintala and
Kavya Srinet and
Dhiraj Gandhi and
Rebecca Qian and
Yuxuan Sun and
Ryan Drew and
Sara Elkafrawy and
Anoushka Tiwari and
Tucker Hart and
Mary Williamson and
Abhinav Gupta and
Arthur Szlam},
title = {droidlet: modular, heterogenous, multi-modal agents},
journal = {CoRR},
volume = {abs/2101.10384},
year = {2021},
url = {https://arxiv.org/abs/2101.10384},
eprinttype = {arXiv},
eprint = {2101.10384},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06548,
author = {Sainbayar Sukhbaatar and
Da Ju and
Spencer Poff and
Stephen Roller and
Arthur Szlam and
Jason Weston and
Angela Fan},
title = {Not All Memories are Created Equal: Learning to Forget by Expiring},
journal = {CoRR},
volume = {abs/2105.06548},
year = {2021},
url = {https://arxiv.org/abs/2105.06548},
eprinttype = {arXiv},
eprint = {2105.06548},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-06548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04426,
author = {Stephen Roller and
Sainbayar Sukhbaatar and
Arthur Szlam and
Jason Weston},
title = {Hash Layers For Large Sparse Models},
journal = {CoRR},
volume = {abs/2106.04426},
year = {2021},
url = {https://arxiv.org/abs/2106.04426},
eprinttype = {arXiv},
eprint = {2106.04426},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07567,
author = {Jing Xu and
Arthur Szlam and
Jason Weston},
title = {Beyond Goldfish Memory: Long-Term Open-Domain Conversation},
journal = {CoRR},
volume = {abs/2107.07567},
year = {2021},
url = {https://arxiv.org/abs/2107.07567},
eprinttype = {arXiv},
eprint = {2107.07567},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06536,
author = {Julia Kiseleva and
Ziming Li and
Mohammad Aliannejadi and
Shrestha Mohanty and
Maartje ter Hoeve and
Mikhail Burtsev and
Alexey Skrynnik and
Artem Zholus and
Aleksandr I. Panov and
Kavya Srinet and
Arthur Szlam and
Yuxuan Sun and
Katja Hofmann and
Michel Galley and
Ahmed Hassan Awadallah},
title = {NeurIPS 2021 Competition {IGLU:} Interactive Grounded Language Understanding
in a Collaborative Environment},
journal = {CoRR},
volume = {abs/2110.06536},
year = {2021},
url = {https://arxiv.org/abs/2110.06536},
eprinttype = {arXiv},
eprint = {2110.06536},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05204,
author = {Leonard Adolphs and
Kurt Shuster and
Jack Urbanek and
Arthur Szlam and
Jason Weston},
title = {Reason first, then respond: Modular Generation for Knowledge-infused
Dialogue},
journal = {CoRR},
volume = {abs/2111.05204},
year = {2021},
url = {https://arxiv.org/abs/2111.05204},
eprinttype = {arXiv},
eprint = {2111.05204},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05843,
author = {Kurt Shuster and
Jack Urbanek and
Arthur Szlam and
Jason Weston},
title = {Am {I} Me or You? State-of-the-Art Dialogue Models Cannot Maintain
an Identity},
journal = {CoRR},
volume = {abs/2112.05843},
year = {2021},
url = {https://arxiv.org/abs/2112.05843},
eprinttype = {arXiv},
eprint = {2112.05843},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FanURDQKPKRSW20,
author = {Angela Fan and
Jack Urbanek and
Pratik Ringshia and
Emily Dinan and
Emma Qian and
Siddharth Karamcheti and
Shrimai Prabhumoye and
Douwe Kiela and
Tim Rockt{\"{a}}schel and
Arthur Szlam and
Jason Weston},
title = {Generating Interactive Worlds with Text},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {1693--1700},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i02.5532},
doi = {10.1609/AAAI.V34I02.5532},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FanURDQKPKRSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SrinetJGS20,
author = {Kavya Srinet and
Yacine Jernite and
Jonathan Gray and
Arthur Szlam},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World
Assistant},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {4693--4714},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.427},
doi = {10.18653/V1/2020.ACL-MAIN.427},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SrinetJGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DengBOSR20,
author = {Yuntian Deng and
Anton Bakhtin and
Myle Ott and
Arthur Szlam and
Marc'Aurelio Ranzato},
title = {Residual Energy-Based Models for Text Generation},
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=B1l4SgHKDH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DengBOSR20.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-2002-02878,
author = {Shrimai Prabhumoye and
Margaret Li and
Jack Urbanek and
Emily Dinan and
Douwe Kiela and
Jason Weston and
Arthur Szlam},
title = {I love your chain mail! Making knights smile in a fantasy game world:
Open-domain goal-oriented dialogue agents},
journal = {CoRR},
volume = {abs/2002.02878},
year = {2020},
url = {https://arxiv.org/abs/2002.02878},
eprinttype = {arXiv},
eprint = {2002.02878},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02878.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04954,
author = {Lina Mezghani and
Sainbayar Sukhbaatar and
Arthur Szlam and
Armand Joulin and
Piotr Bojanowski},
title = {Learning to Visually Navigate in Photorealistic Environments Without
any Supervision},
journal = {CoRR},
volume = {abs/2004.04954},
year = {2020},
url = {https://arxiv.org/abs/2004.04954},
eprinttype = {arXiv},
eprint = {2004.04954},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10188,
author = {Anton Bakhtin and
Yuntian Deng and
Sam Gross and
Myle Ott and
Marc'Aurelio Ranzato and
Arthur Szlam},
title = {Energy-Based Models for Text},
journal = {CoRR},
volume = {abs/2004.10188},
year = {2020},
url = {https://arxiv.org/abs/2004.10188},
eprinttype = {arXiv},
eprint = {2004.10188},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11714,
author = {Yuntian Deng and
Anton Bakhtin and
Myle Ott and
Arthur Szlam and
Marc'Aurelio Ranzato},
title = {Residual Energy-Based Models for Text Generation},
journal = {CoRR},
volume = {abs/2004.11714},
year = {2020},
url = {https://arxiv.org/abs/2004.11714},
eprinttype = {arXiv},
eprint = {2004.11714},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-11714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12442,
author = {Stephen Roller and
Y{-}Lan Boureau and
Jason Weston and
Antoine Bordes and
Emily Dinan and
Angela Fan and
David Gunning and
Da Ju and
Margaret Li and
Spencer Poff and
Pratik Ringshia and
Kurt Shuster and
Eric Michael Smith and
Arthur Szlam and
Jack Urbanek and
Mary Williamson},
title = {Open-Domain Conversational Agents: Current Progress, Open Problems,
and Future Directions},
journal = {CoRR},
volume = {abs/2006.12442},
year = {2020},
url = {https://arxiv.org/abs/2006.12442},
eprinttype = {arXiv},
eprint = {2006.12442},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12442.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}
}
@article{DBLP:journals/corr/abs-2008-08076,
author = {Kurt Shuster and
Jack Urbanek and
Emily Dinan and
Arthur Szlam and
Jason Weston},
title = {Deploying Lifelong Open-Domain Dialogue Learning},
journal = {CoRR},
volume = {abs/2008.08076},
year = {2020},
url = {https://arxiv.org/abs/2008.08076},
eprinttype = {arXiv},
eprint = {2008.08076},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00685,
author = {Prithviraj Ammanabrolu and
Jack Urbanek and
Margaret Li and
Arthur Szlam and
Tim Rockt{\"{a}}schel and
Jason Weston},
title = {How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak
and Act in Fantasy Worlds},
journal = {CoRR},
volume = {abs/2010.00685},
year = {2020},
url = {https://arxiv.org/abs/2010.00685},
eprinttype = {arXiv},
eprint = {2010.00685},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02855,
author = {Ramakrishna Vedantam and
Arthur Szlam and
Maximilian Nickel and
Ari Morcos and
Brenden M. Lake},
title = {{CURI:} {A} Benchmark for Productive Concept Learning Under Uncertainty},
journal = {CoRR},
volume = {abs/2010.02855},
year = {2020},
url = {https://arxiv.org/abs/2010.02855},
eprinttype = {arXiv},
eprint = {2010.02855},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09543,
author = {Lajanugen Logeswaran and
Ann Lee and
Myle Ott and
Honglak Lee and
Marc'Aurelio Ranzato and
Arthur Szlam},
title = {Few-shot Sequence Learning with Transformers},
journal = {CoRR},
volume = {abs/2012.09543},
year = {2020},
url = {https://arxiv.org/abs/2012.09543},
eprinttype = {arXiv},
eprint = {2012.09543},
timestamp = {Fri, 27 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-09543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14983,
author = {Sabrina J. Mielke and
Arthur Szlam and
Y{-}Lan Boureau and
Emily Dinan},
title = {Linguistic calibration through metacognition: aligning dialogue agent
responses with expected correctness},
journal = {CoRR},
volume = {abs/2012.14983},
year = {2020},
url = {https://arxiv.org/abs/2012.14983},
eprinttype = {arXiv},
eprint = {2012.14983},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WelleckWSC19,
author = {Sean Welleck and
Jason Weston and
Arthur Szlam and
Kyunghyun Cho},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Dialogue Natural Language Inference},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {3731--3741},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1363},
doi = {10.18653/V1/P19-1363},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WelleckWSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/UrbanekFKJHDRKS19,
author = {Jack Urbanek and
Angela Fan and
Siddharth Karamcheti and
Saachi Jain and
Samuel Humeau and
Emily Dinan and
Tim Rockt{\"{a}}schel and
Douwe Kiela and
Arthur Szlam and
Jason Weston},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Learning to Speak and Act in a Fantasy Text Adventure Game},
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 = {673--683},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1062},
doi = {10.18653/V1/D19-1062},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/UrbanekFKJHDRKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ChenSQ0MZGXXCST19,
author = {Zhuoyuan Chen and
Kavya Srinet and
Charles R. Qi and
Haoqi Fan and
Jerry Ma and
Larry Zitnick and
Demi Guo and
Tong Xiao and
Saining Xie and
Xinlei Chen and
Arthur Szlam and
Shubham Tulsiani and
Haonan Yu and
Jonathan Gray},
title = {Order-Aware Generative Modeling Using the 3D-Craft Dataset},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {1764--1773},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00185},
doi = {10.1109/ICCV.2019.00185},
timestamp = {Thu, 05 Mar 2020 10:01:04 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ChenSQ0MZGXXCST19.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-1902-00098,
author = {Emily Dinan and
Varvara Logacheva and
Valentin Malykh and
Alexander H. Miller and
Kurt Shuster and
Jack Urbanek and
Douwe Kiela and
Arthur Szlam and
Iulian Serban and
Ryan Lowe and
Shrimai Prabhumoye and
Alan W. Black and
Alexander I. Rudnicky and
Jason D. Williams and
Joelle Pineau and
Mikhail Burtsev and
Jason Weston},
title = {The Second Conversational Intelligence Challenge (ConvAI2)},
journal = {CoRR},
volume = {abs/1902.00098},
year = {2019},
url = {http://arxiv.org/abs/1902.00098},
eprinttype = {arXiv},
eprint = {1902.00098},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03094,
author = {Jack Urbanek and
Angela Fan and
Siddharth Karamcheti and
Saachi Jain and
Samuel Humeau and
Emily Dinan and
Tim Rockt{\"{a}}schel and
Douwe Kiela and
Arthur Szlam and
Jason Weston},
title = {Learning to Speak and Act in a Fantasy Text Adventure Game},
journal = {CoRR},
volume = {abs/1903.03094},
year = {2019},
url = {http://arxiv.org/abs/1903.03094},
eprinttype = {arXiv},
eprint = {1903.03094},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-01978,
author = {Yacine Jernite and
Kavya Srinet and
Jonathan Gray and
Arthur Szlam},
title = {CraftAssist Instruction Parsing: Semantic Parsing for a Minecraft
Assistant},
journal = {CoRR},
volume = {abs/1905.01978},
year = {2019},
url = {http://arxiv.org/abs/1905.01978},
eprinttype = {arXiv},
eprint = {1905.01978},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-01978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03351,
author = {Anton Bakhtin and
Sam Gross and
Myle Ott and
Yuntian Deng and
Marc'Aurelio Ranzato and
Arthur Szlam},
title = {Real or Fake? Learning to Discriminate Machine from Human Generated
Text},
journal = {CoRR},
volume = {abs/1906.03351},
year = {2019},
url = {http://arxiv.org/abs/1906.03351},
eprinttype = {arXiv},
eprint = {1906.03351},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08584,
author = {Jonathan Gray and
Kavya Srinet and
Yacine Jernite and
Haonan Yu and
Zhuoyuan Chen and
Demi Guo and
Siddharth Goyal and
C. Lawrence Zitnick and
Arthur Szlam},
title = {CraftAssist: {A} Framework for Dialogue-enabled Interactive Agents},
journal = {CoRR},
volume = {abs/1907.08584},
year = {2019},
url = {http://arxiv.org/abs/1907.08584},
eprinttype = {arXiv},
eprint = {1907.08584},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09273,
author = {Arthur Szlam and
Jonathan Gray and
Kavya Srinet and
Yacine Jernite and
Armand Joulin and
Gabriel Synnaeve and
Douwe Kiela and
Haonan Yu and
Zhuoyuan Chen and
Siddharth Goyal and
Demi Guo and
Danielle Rothermel and
C. Lawrence Zitnick and
Jason Weston},
title = {Why Build an Assistant in Minecraft?},
journal = {CoRR},
volume = {abs/1907.09273},
year = {2019},
url = {http://arxiv.org/abs/1907.09273},
eprinttype = {arXiv},
eprint = {1907.09273},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09194,
author = {Angela Fan and
Jack Urbanek and
Pratik Ringshia and
Emily Dinan and
Emma Qian and
Siddharth Karamcheti and
Shrimai Prabhumoye and
Douwe Kiela and
Tim Rockt{\"{a}}schel and
Arthur Szlam and
Jason Weston},
title = {Generating Interactive Worlds with Text},
journal = {CoRR},
volume = {abs/1911.09194},
year = {2019},
url = {http://arxiv.org/abs/1911.09194},
eprinttype = {arXiv},
eprint = {1911.09194},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KielaWZDUS18,
author = {Saizheng Zhang and
Emily Dinan and
Jack Urbanek and
Arthur Szlam and
Douwe Kiela and
Jason Weston},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Personalizing Dialogue Agents: {I} have a dog, do you have pets too?},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {2204--2213},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1205/},
doi = {10.18653/V1/P18-1205},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KielaWZDUS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DouzeSHJ18,
author = {Matthijs Douze and
Arthur Szlam and
Bharath Hariharan and
Herv{\'{e}} J{\'{e}}gou},
title = {Low-Shot Learning With Large-Scale Diffusion},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {3349--3358},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Douze\_Low-Shot\_Learning\_With\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00353},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DouzeSHJ18.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/iclr/YangZUFMSKW18,
author = {Zhilin Yang and
Saizheng Zhang and
Jack Urbanek and
Will Feng and
Alexander H. Miller and
Arthur Szlam and
Douwe Kiela and
Jason Weston},
title = {Mastering the Dungeon: Grounded Language Learning by Mechanical Turker
Descent},
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=SJ-C6JbRW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YangZUFMSKW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BojanowskiJLS18,
author = {Piotr Bojanowski and
Armand Joulin and
David Lopez{-}Paz and
Arthur Szlam},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Optimizing the Latent Space of Generative Networks},
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 = {599--608},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/bojanowski18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/BojanowskiJLS18.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-1801-07243,
author = {Saizheng Zhang and
Emily Dinan and
Jack Urbanek and
Arthur Szlam and
Douwe Kiela and
Jason Weston},
title = {Personalizing Dialogue Agents: {I} have a dog, do you have pets too?},
journal = {CoRR},
volume = {abs/1801.07243},
year = {2018},
url = {http://arxiv.org/abs/1801.07243},
eprinttype = {arXiv},
eprint = {1801.07243},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-07243.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-1804-07705,
author = {Anton Bakhtin and
Arthur Szlam and
Marc'Aurelio Ranzato and
Edouard Grave},
title = {Lightweight Adaptive Mixture of Neural and N-gram Language Models},
journal = {CoRR},
volume = {abs/1804.07705},
year = {2018},
url = {http://arxiv.org/abs/1804.07705},
eprinttype = {arXiv},
eprint = {1804.07705},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-02031,
author = {David Folqu{\'{e}} and
Sainbayar Sukhbaatar and
Arthur Szlam and
Joan Bruna},
title = {Planning with Arithmetic and Geometric Attributes},
journal = {CoRR},
volume = {abs/1809.02031},
year = {2018},
url = {http://arxiv.org/abs/1809.02031},
eprinttype = {arXiv},
eprint = {1809.02031},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-02031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00671,
author = {Sean Welleck and
Jason Weston and
Arthur Szlam and
Kyunghyun Cho},
title = {Dialogue Natural Language Inference},
journal = {CoRR},
volume = {abs/1811.00671},
year = {2018},
url = {http://arxiv.org/abs/1811.00671},
eprinttype = {arXiv},
eprint = {1811.00671},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00671.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}
}
@article{DBLP:journals/siammax/SzlamTT17,
author = {Arthur Szlam and
Andrew Tulloch and
Mark Tygert},
title = {Accurate Low-Rank Approximations Via a Few Iterations of Alternating
Least Squares},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {38},
number = {2},
pages = {425--433},
year = {2017},
url = {https://doi.org/10.1137/16M1064556},
doi = {10.1137/16M1064556},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/SzlamTT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/BronsteinBLSV17,
author = {Michael M. Bronstein and
Joan Bruna and
Yann LeCun and
Arthur Szlam and
Pierre Vandergheynst},
title = {Geometric Deep Learning: Going beyond Euclidean data},
journal = {{IEEE} Signal Process. Mag.},
volume = {34},
number = {4},
pages = {18--42},
year = {2017},
url = {https://doi.org/10.1109/MSP.2017.2693418},
doi = {10.1109/MSP.2017.2693418},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/BronsteinBLSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toms/LiLSSKT17,
author = {Huamin Li and
George C. Linderman and
Arthur Szlam and
Kelly P. Stanton and
Yuval Kluger and
Mark Tygert},
title = {Algorithm 971: An Implementation of a Randomized Algorithm for Principal
Component Analysis},
journal = {{ACM} Trans. Math. Softw.},
volume = {43},
number = {3},
pages = {28:1--28:14},
year = {2017},
url = {https://doi.org/10.1145/3004053},
doi = {10.1145/3004053},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/toms/LiLSSKT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GrossRS17,
author = {Sam Gross and
Marc'Aurelio Ranzato and
Arthur Szlam},
title = {Hard Mixtures of Experts for Large Scale Weakly Supervised Vision},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {5085--5093},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.540},
doi = {10.1109/CVPR.2017.540},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GrossRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HenaffWSBL17,
author = {Mikael Henaff and
Jason Weston and
Arthur Szlam and
Antoine Bordes and
Yann LeCun},
title = {Tracking the World State with Recurrent Entity Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=rJTKKKqeg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HenaffWSBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MurdochS17,
author = {W. James Murdoch and
Arthur Szlam},
title = {Automatic Rule Extraction from Long Short Term Memory Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=SJvYgH9xe},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MurdochS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AmersfoortKRSTC17,
author = {Joost R. van Amersfoort and
Anitha Kannan and
Marc'Aurelio Ranzato and
Arthur Szlam and
Du Tran and
Soumith Chintala},
title = {Transformation-Based Models of Video Sequences},
journal = {CoRR},
volume = {abs/1701.08435},
year = {2017},
url = {http://arxiv.org/abs/1701.08435},
eprinttype = {arXiv},
eprint = {1701.08435},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AmersfoortKRSTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MurdochS17,
author = {W. James Murdoch and
Arthur Szlam},
title = {Automatic Rule Extraction from Long Short Term Memory Networks},
journal = {CoRR},
volume = {abs/1702.02540},
year = {2017},
url = {http://arxiv.org/abs/1702.02540},
eprinttype = {arXiv},
eprint = {1702.02540},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MurdochS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WisemanCRSSCV17,
author = {Sam Wiseman and
Sumit Chopra and
Marc'Aurelio Ranzato and
Arthur Szlam and
Ruoyu Sun and
Soumith Chintala and
Nicolas Vasilache},
title = {Training Language Models Using Target-Propagation},
journal = {CoRR},
volume = {abs/1702.04770},
year = {2017},
url = {http://arxiv.org/abs/1702.04770},
eprinttype = {arXiv},
eprint = {1702.04770},
timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WisemanCRSSCV17.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/GrossRS17,
author = {Sam Gross and
Marc'Aurelio Ranzato and
Arthur Szlam},
title = {Hard Mixtures of Experts for Large Scale Weakly Supervised Vision},
journal = {CoRR},
volume = {abs/1704.06363},
year = {2017},
url = {http://arxiv.org/abs/1704.06363},
eprinttype = {arXiv},
eprint = {1704.06363},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GrossRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DouzeSHJ17,
author = {Matthijs Douze and
Arthur Szlam and
Bharath Hariharan and
Herv{\'{e}} J{\'{e}}gou},
title = {Low-shot learning with large-scale diffusion},
journal = {CoRR},
volume = {abs/1706.02332},
year = {2017},
url = {http://arxiv.org/abs/1706.02332},
eprinttype = {arXiv},
eprint = {1706.02332},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DouzeSHJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiJLS17,
author = {Piotr Bojanowski and
Armand Joulin and
David Lopez{-}Paz and
Arthur Szlam},
title = {Optimizing the Latent Space of Generative Networks},
journal = {CoRR},
volume = {abs/1707.05776},
year = {2017},
url = {http://arxiv.org/abs/1707.05776},
eprinttype = {arXiv},
eprint = {1707.05776},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiJLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07950,
author = {Zhilin Yang and
Saizheng Zhang and
Jack Urbanek and
Will Feng and
Alexander H. Miller and
Arthur Szlam and
Douwe Kiela and
Jason Weston},
title = {Mastering the Dungeon: Grounded Language Learning by Mechanical Turker
Descent},
journal = {CoRR},
volume = {abs/1711.07950},
year = {2017},
url = {http://arxiv.org/abs/1711.07950},
eprinttype = {arXiv},
eprint = {1711.07950},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TygertBCLPS16,
author = {Mark Tygert and
Joan Bruna and
Soumith Chintala and
Yann LeCun and
Serkan Piantino and
Arthur Szlam},
title = {A Mathematical Motivation for Complex-Valued Convolutional Networks},
journal = {Neural Comput.},
volume = {28},
number = {5},
pages = {815--825},
year = {2016},
url = {https://doi.org/10.1162/NECO\_a\_00824},
doi = {10.1162/NECO\_A\_00824},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TygertBCLPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HenaffSL16,
author = {Mikael Henaff and
Arthur Szlam and
Yann LeCun},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Recurrent Orthogonal Networks and Long-Memory Tasks},
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 = {2034--2042},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/henaff16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/HenaffSL16.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}
}
@inproceedings{DBLP:conf/nips/0001BBS16,
author = {Thomas Laurent and
James H. von Brecht and
Xavier Bresson and
Arthur Szlam},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {The Product Cut},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3792--3800},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/ca460332316d6da84b08b9bcf39b687b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001BBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/DodgeGZBCMSW15,
author = {Jesse Dodge and
Andreea Gane and
Xiang Zhang and
Antoine Bordes and
Sumit Chopra and
Alexander H. Miller and
Arthur Szlam and
Jason Weston},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems},
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/1511.06931},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DodgeGZBCMSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HenaffSL16,
author = {Mikael Henaff and
Arthur Szlam and
Yann LeCun},
title = {Orthogonal RNNs and Long-Memory Tasks},
journal = {CoRR},
volume = {abs/1602.06662},
year = {2016},
url = {http://arxiv.org/abs/1602.06662},
eprinttype = {arXiv},
eprint = {1602.06662},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HenaffSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SzlamTT16,
author = {Arthur Szlam and
Andrew Tulloch and
Mark Tygert},
title = {Accurate principal component analysis via a few iterations of alternating
least squares},
journal = {CoRR},
volume = {abs/1603.01765},
year = {2016},
url = {http://arxiv.org/abs/1603.01765},
eprinttype = {arXiv},
eprint = {1603.01765},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SzlamTT16.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/BronsteinBLSV16,
author = {Michael M. Bronstein and
Joan Bruna and
Yann LeCun and
Arthur Szlam and
Pierre Vandergheynst},
title = {Geometric deep learning: going beyond Euclidean data},
journal = {CoRR},
volume = {abs/1611.08097},
year = {2016},
url = {http://arxiv.org/abs/1611.08097},
eprinttype = {arXiv},
eprint = {1611.08097},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BronsteinBLSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HenaffWSBL16,
author = {Mikael Henaff and
Jason Weston and
Arthur Szlam and
Antoine Bordes and
Yann LeCun},
title = {Tracking the World State with Recurrent Entity Networks},
journal = {CoRR},
volume = {abs/1612.03969},
year = {2016},
url = {http://arxiv.org/abs/1612.03969},
eprinttype = {arXiv},
eprint = {1612.03969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HenaffWSBL16.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}
}
@article{DBLP:journals/corr/BrunaCLPST15,
author = {Joan Bruna and
Soumith Chintala and
Yann LeCun and
Serkan Piantino and
Arthur Szlam and
Mark Tygert},
title = {A theoretical argument for complex-valued convolutional networks},
journal = {CoRR},
volume = {abs/1503.03438},
year = {2015},
url = {http://arxiv.org/abs/1503.03438},
eprinttype = {arXiv},
eprint = {1503.03438},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrunaCLPST15.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/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/ChintalaRSTTZ15,
author = {Soumith Chintala and
Marc'Aurelio Ranzato and
Arthur Szlam and
Yuandong Tian and
Mark Tygert and
Wojciech Zaremba},
title = {Scale-invariant learning and convolutional networks},
journal = {CoRR},
volume = {abs/1506.08230},
year = {2015},
url = {http://arxiv.org/abs/1506.08230},
eprinttype = {arXiv},
eprint = {1506.08230},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChintalaRSTTZ15.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}
}
@article{DBLP:journals/jmiv/BressonTCS14,
author = {Xavier Bresson and
Xue{-}Cheng Tai and
Tony F. Chan and
Arthur Szlam},
title = {Multi-class Transductive Learning Based on {\(\mathscr{l}\)} 1 Relaxations
of Cheeger Cut and Mumford-Shah-Potts Model},
journal = {J. Math. Imaging Vis.},
volume = {49},
number = {1},
pages = {191--201},
year = {2014},
url = {https://doi.org/10.1007/s10851-013-0452-5},
doi = {10.1007/S10851-013-0452-5},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/BressonTCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PolingLS14,
author = {Bryan Poling and
Gilad Lerman and
Arthur Szlam},
title = {Better Feature Tracking through Subspace Constraints},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {3454--3461},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.441},
doi = {10.1109/CVPR.2014.441},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/PolingLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/0009S14,
author = {Yi Wang and
Arthur Szlam},
title = {K-mappings and Regression trees},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {2937--2941},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854138},
doi = {10.1109/ICASSP.2014.6854138},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/0009S14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EstrachSL14,
author = {Joan Bruna Estrach and
Arthur Szlam and
Yann LeCun},
title = {Signal recovery from Pooling Representations},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {307--315},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/estrach14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/EstrachSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeKWSQ14,
author = {Yunlong He and
Koray Kavukcuoglu and
Yun Wang and
Arthur Szlam and
Yanjun Qi},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Unsupervised Feature Learning by Deep Sparse Coding},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {902--910},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.103},
doi = {10.1137/1.9781611973440.103},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeKWSQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/BrunaZSL13,
author = {Joan Bruna and
Wojciech Zaremba and
Arthur Szlam and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Spectral Networks and Locally Connected Networks on Graphs},
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/1312.6203},
timestamp = {Thu, 04 Apr 2019 13:20:07 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrunaZSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/HeKWSQ13,
author = {Yunlong He and
Koray Kavukcuoglu and
Yun Wang and
Arthur Szlam and
Yanjun Qi},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Unsupervised Feature Learning by Deep Sparse Coding},
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/1312.5783},
timestamp = {Thu, 04 Apr 2019 13:20:06 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeKWSQ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PolingLS14,
author = {Bryan Poling and
Gilad Lerman and
Arthur Szlam},
title = {Better Feature Tracking Through Subspace Constraints},
journal = {CoRR},
volume = {abs/1405.2316},
year = {2014},
url = {http://arxiv.org/abs/1405.2316},
eprinttype = {arXiv},
eprint = {1405.2316},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PolingLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BressonH0SB14,
author = {Xavier Bresson and
Huiyi Hu and
Thomas Laurent and
Arthur Szlam and
James H. von Brecht},
title = {An Incremental Reseeding Strategy for Clustering},
journal = {CoRR},
volume = {abs/1406.3837},
year = {2014},
url = {http://arxiv.org/abs/1406.3837},
eprinttype = {arXiv},
eprint = {1406.3837},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BressonH0SB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SzlamKT14,
author = {Arthur Szlam and
Yuval Kluger and
Mark Tygert},
title = {An implementation of a randomized algorithm for principal component
analysis},
journal = {CoRR},
volume = {abs/1412.3510},
year = {2014},
url = {http://arxiv.org/abs/1412.3510},
eprinttype = {arXiv},
eprint = {1412.3510},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SzlamKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RanzatoSBMCC14,
author = {Marc'Aurelio Ranzato and
Arthur Szlam and
Joan Bruna and
Micha{\"{e}}l Mathieu and
Ronan Collobert and
Sumit Chopra},
title = {Video (language) modeling: a baseline for generative models of natural
videos},
journal = {CoRR},
volume = {abs/1412.6604},
year = {2014},
url = {http://arxiv.org/abs/1412.6604},
eprinttype = {arXiv},
eprint = {1412.6604},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RanzatoSBMCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/WangSL13,
author = {Yi Wang and
Arthur Szlam and
Gilad Lerman},
title = {Robust Locally Linear Analysis with Applications to Image Denoising
and Blind Inpainting},
journal = {{SIAM} J. Imaging Sci.},
volume = {6},
number = {1},
pages = {526--562},
year = {2013},
url = {https://doi.org/10.1137/110843642},
doi = {10.1137/110843642},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamis/WangSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3537,
author = {Joan Bruna and
Arthur Szlam and
Yann LeCun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Learning Stable Group Invariant Representations with Convolutional
Networks},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3537},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3590,
author = {Arthur Szlam},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Tree structured sparse coding on cubes},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3590},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/ZhangSWL12,
author = {Teng Zhang and
Arthur Szlam and
Yi Wang and
Gilad Lerman},
title = {Hybrid Linear Modeling via Local Best-Fit Flats},
journal = {Int. J. Comput. Vis.},
volume = {100},
number = {3},
pages = {217--240},
year = {2012},
url = {https://doi.org/10.1007/s11263-012-0535-6},
doi = {10.1007/S11263-012-0535-6},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/ZhangSWL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HeBS12,
author = {Jun He and
Laura Balzano and
Arthur Szlam},
title = {Incremental gradient on the Grassmannian for online foreground and
background separation in subsampled video},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {1568--1575},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247848},
doi = {10.1109/CVPR.2012.6247848},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HeBS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SzlamGL12,
author = {Arthur Szlam and
Karol Gregor and
Yann LeCun},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Fast Approximations to Structured Sparse Coding and Applications to
Object Classification},
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 = {200--213},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33715-4\_15},
doi = {10.1007/978-3-642-33715-4\_15},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SzlamGL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/BalzanoSRN12,
author = {Laura Balzano and
Arthur Szlam and
Benjamin Recht and
Robert D. Nowak},
title = {K-subspaces with missing data},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {612--615},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319774},
doi = {10.1109/SSP.2012.6319774},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/BalzanoSRN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-6384,
author = {Arthur Szlam and
Karol Gregor and
Yann LeCun},
title = {Fast approximations to structured sparse coding and applications to
object classification},
journal = {CoRR},
volume = {abs/1202.6384},
year = {2012},
url = {http://arxiv.org/abs/1202.6384},
eprinttype = {arXiv},
eprint = {1202.6384},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-6384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SzlamGL11,
author = {Arthur Szlam and
Karol Gregor and
Yann LeCun},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Structured sparse coding via lateral inhibition},
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 = {1116--1124},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/fae0b27c451c728867a567e8c1bb4e53-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SzlamGL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangSWL10,
author = {Teng Zhang and
Arthur Szlam and
Yi Wang and
Gilad Lerman},
title = {Randomized hybrid linear modeling by local best-fit flats},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {1927--1934},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539866},
doi = {10.1109/CVPR.2010.5539866},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangSWL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SzlamGO10,
author = {Arthur Szlam and
Zhaohui Guo and
Stanley J. Osher},
title = {A split Bregman method for non-negative sparsity penalized least squares
with applications to hyperspectral demixing},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {1917--1920},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5651881},
doi = {10.1109/ICIP.2010.5651881},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/SzlamGO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SzlamB10,
author = {Arthur Szlam and
Xavier Bresson},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Total Variation, Cheeger Cuts},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1039--1046},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/233.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SzlamB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-0858,
author = {Teng Zhang and
Arthur Szlam and
Yi Wang and
Gilad Lerman},
title = {Randomized hybrid linear modeling by local best-fit flats},
journal = {CoRR},
volume = {abs/1005.0858},
year = {2010},
url = {http://arxiv.org/abs/1005.0858},
eprinttype = {arXiv},
eprint = {1005.0858},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-0858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-0422,
author = {Arthur Szlam and
Koray Kavukcuoglu and
Yann LeCun},
title = {Convolutional Matching Pursuit and Dictionary Training},
journal = {CoRR},
volume = {abs/1010.0422},
year = {2010},
url = {http://arxiv.org/abs/1010.0422},
eprinttype = {arXiv},
eprint = {1010.0422},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-0422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-3460,
author = {Teng Zhang and
Arthur Szlam and
Yi Wang and
Gilad Lerman},
title = {Hybrid Linear Modeling via Local Best-fit Flats},
journal = {CoRR},
volume = {abs/1010.3460},
year = {2010},
url = {http://arxiv.org/abs/1010.3460},
eprinttype = {arXiv},
eprint = {1010.3460},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-3460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/RokhlinST09,
author = {Vladimir Rokhlin and
Arthur Szlam and
Mark Tygert},
title = {A Randomized Algorithm for Principal Component Analysis},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {31},
number = {3},
pages = {1100--1124},
year = {2009},
url = {https://doi.org/10.1137/080736417},
doi = {10.1137/080736417},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/RokhlinST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/ZhangSL09,
author = {Teng Zhang and
Arthur Szlam and
Gilad Lerman},
title = {Median K-Flats for hybrid linear modeling with many outliers},
booktitle = {12th {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2009, Kyoto, Japan, September 27 - October 4, 2009},
pages = {234--241},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCVW.2009.5457695},
doi = {10.1109/ICCVW.2009.5457695},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/ZhangSL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SzlamS09,
author = {Arthur Szlam and
Guillermo Sapiro},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Discriminative \emph{k}-metrics},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1009--1016},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553503},
doi = {10.1145/1553374.1553503},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/SzlamS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/HouhouBSCT09,
author = {Nawal Houhou and
Xavier Bresson and
Arthur Szlam and
Tony F. Chan and
Jean{-}Philippe Thiran},
editor = {Xue{-}Cheng Tai and
Knut M{\o}rken and
Marius Lysaker and
Knut{-}Andreas Lie},
title = {Semi-supervised Segmentation Based on Non-local Continuous Min-Cut},
booktitle = {Scale Space and Variational Methods in Computer Vision, Second International
Conference, {SSVM} 2009, Voss, Norway, June 1-5, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5567},
pages = {112--123},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02256-2\_10},
doi = {10.1007/978-3-642-02256-2\_10},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/HouhouBSCT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-3123,
author = {Teng Zhang and
Arthur Szlam and
Gilad Lerman},
title = {Median K-flats for hybrid linear modeling with many outliers},
journal = {CoRR},
volume = {abs/0909.3123},
year = {2009},
url = {http://arxiv.org/abs/0909.3123},
eprinttype = {arXiv},
eprint = {0909.3123},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-3123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-25 02:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
