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ORCIDBibTeX records: Linxi Fan
@inproceedings{DBLP:conf/corl/WangFSZ0XZA23,
author = {Chen Wang and
Linxi Fan and
Jiankai Sun and
Ruohan Zhang and
Li Fei{-}Fei and
Danfei Xu and
Yuke Zhu and
Anima Anandkumar},
editor = {Jie Tan and
Marc Toussaint and
Kourosh Darvish},
title = {MimicPlay: Long-Horizon Imitation Learning by Watching Human Play},
booktitle = {Conference on Robot Learning, CoRL 2023, 6-9 November 2023, Atlanta,
GA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {229},
pages = {201--221},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v229/wang23a.html},
timestamp = {Tue, 20 Feb 2024 12:11:46 +0100},
biburl = {https://dblp.org/rec/conf/corl/WangFSZ0XZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/MandlekarNWANFZ23,
author = {Ajay Mandlekar and
Soroush Nasiriany and
Bowen Wen and
Iretiayo Akinola and
Yashraj S. Narang and
Linxi Fan and
Yuke Zhu and
Dieter Fox},
editor = {Jie Tan and
Marc Toussaint and
Kourosh Darvish},
title = {MimicGen: {A} Data Generation System for Scalable Robot Learning using
Human Demonstrations},
booktitle = {Conference on Robot Learning, CoRL 2023, 6-9 November 2023, Atlanta,
GA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {229},
pages = {1820--1864},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v229/mandlekar23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/corl/MandlekarNWANFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YangPLKNHFYLLS023,
author = {Zhuolin Yang and
Wei Ping and
Zihan Liu and
Vijay Korthikanti and
Weili Nie and
De{-}An Huang and
Linxi Fan and
Zhiding Yu and
Shiyi Lan and
Bo Li and
Mohammad Shoeybi and
Ming{-}Yu Liu and
Yuke Zhu and
Bryan Catanzaro and
Chaowei Xiao and
Anima Anandkumar},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot
Image Captioning},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {11844--11857},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.793},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.793},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YangPLKNHFYLLS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiangG0WDC0AZF23,
author = {Yunfan Jiang and
Agrim Gupta and
Zichen Zhang and
Guanzhi Wang and
Yongqiang Dou and
Yanjun Chen and
Li Fei{-}Fei and
Anima Anandkumar and
Yuke Zhu and
Linxi Fan},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{VIMA:} Robot Manipulation with Multimodal Prompts},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {14975--15022},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/jiang23b.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiangG0WDC0AZF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Shi0GFZ23,
author = {Lucy Xiaoyang Shi and
Yunfan Jiang and
Jake Grigsby and
Linxi Fan and
Yuke Zhu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Cross-Episodic Curriculum for Transformer Agents},
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/001608167bb652337af5df0129aeaabd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Shi0GFZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04858,
author = {Zhuolin Yang and
Wei Ping and
Zihan Liu and
Vijay Korthikanti and
Weili Nie and
De{-}An Huang and
Linxi Fan and
Zhiding Yu and
Shiyi Lan and
Bo Li and
Ming{-}Yu Liu and
Yuke Zhu and
Mohammad Shoeybi and
Bryan Catanzaro and
Chaowei Xiao and
Anima Anandkumar},
title = {Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot
Image Captioning},
journal = {CoRR},
volume = {abs/2302.04858},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04858},
doi = {10.48550/ARXIV.2302.04858},
eprinttype = {arXiv},
eprint = {2302.04858},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12422,
author = {Chen Wang and
Linxi Fan and
Jiankai Sun and
Ruohan Zhang and
Li Fei{-}Fei and
Danfei Xu and
Yuke Zhu and
Anima Anandkumar},
title = {MimicPlay: Long-Horizon Imitation Learning by Watching Human Play},
journal = {CoRR},
volume = {abs/2302.12422},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12422},
doi = {10.48550/ARXIV.2302.12422},
eprinttype = {arXiv},
eprint = {2302.12422},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02506,
author = {Shikun Liu and
Linxi Fan and
Edward Johns and
Zhiding Yu and
Chaowei Xiao and
Anima Anandkumar},
title = {Prismer: {A} Vision-Language Model with An Ensemble of Experts},
journal = {CoRR},
volume = {abs/2303.02506},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.02506},
doi = {10.48550/ARXIV.2303.02506},
eprinttype = {arXiv},
eprint = {2303.02506},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-02506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16291,
author = {Guanzhi Wang and
Yuqi Xie and
Yunfan Jiang and
Ajay Mandlekar and
Chaowei Xiao and
Yuke Zhu and
Linxi Fan and
Anima Anandkumar},
title = {Voyager: An Open-Ended Embodied Agent with Large Language Models},
journal = {CoRR},
volume = {abs/2305.16291},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16291},
doi = {10.48550/ARXIV.2305.16291},
eprinttype = {arXiv},
eprint = {2305.16291},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08549,
author = {Lucy Xiaoyang Shi and
Yunfan Jiang and
Jake Grigsby and
Linxi Jim Fan and
Yuke Zhu},
title = {Cross-Episodic Curriculum for Transformer Agents},
journal = {CoRR},
volume = {abs/2310.08549},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08549},
doi = {10.48550/ARXIV.2310.08549},
eprinttype = {arXiv},
eprint = {2310.08549},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09971,
author = {Jake Grigsby and
Linxi Fan and
Yuke Zhu},
title = {{AMAGO:} Scalable In-Context Reinforcement Learning for Adaptive Agents},
journal = {CoRR},
volume = {abs/2310.09971},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09971},
doi = {10.48550/ARXIV.2310.09971},
eprinttype = {arXiv},
eprint = {2310.09971},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12931,
author = {Yecheng Jason Ma and
William Liang and
Guanzhi Wang and
De{-}An Huang and
Osbert Bastani and
Dinesh Jayaraman and
Yuke Zhu and
Linxi Fan and
Anima Anandkumar},
title = {Eureka: Human-Level Reward Design via Coding Large Language Models},
journal = {CoRR},
volume = {abs/2310.12931},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12931},
doi = {10.48550/ARXIV.2310.12931},
eprinttype = {arXiv},
eprint = {2310.12931},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17596,
author = {Ajay Mandlekar and
Soroush Nasiriany and
Bowen Wen and
Iretiayo Akinola and
Yashraj S. Narang and
Linxi Fan and
Yuke Zhu and
Dieter Fox},
title = {MimicGen: {A} Data Generation System for Scalable Robot Learning using
Human Demonstrations},
journal = {CoRR},
volume = {abs/2310.17596},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17596},
doi = {10.48550/ARXIV.2310.17596},
eprinttype = {arXiv},
eprint = {2310.17596},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GuptaFG022,
author = {Agrim Gupta and
Linxi Fan and
Surya Ganguli and
Li Fei{-}Fei},
title = {MetaMorph: Learning Universal Controllers with Transformers},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=Opmqtk\_GvYL},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GuptaFG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FanWJMYZTHZA22,
author = {Linxi Fan and
Guanzhi Wang and
Yunfan Jiang and
Ajay Mandlekar and
Yuncong Yang and
Haoyi Zhu and
Andrew Tang and
De{-}An Huang and
Yuke Zhu and
Anima Anandkumar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {MineDojo: Building Open-Ended Embodied Agents with Internet-Scale
Knowledge},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/74a67268c5cc5910f64938cac4526a90-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FanWJMYZTHZA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiPPDWF0HAAAM0Z22,
author = {Shuang Li and
Xavier Puig and
Chris Paxton and
Yilun Du and
Clinton Wang and
Linxi Fan and
Tao Chen and
De{-}An Huang and
Ekin Aky{\"{u}}rek and
Anima Anandkumar and
Jacob Andreas and
Igor Mordatch and
Antonio Torralba and
Yuke Zhu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Pre-Trained Language Models for Interactive Decision-Making},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/ca3b1f24fc0238edf5ed1ad226b9d655-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiPPDWF0HAAAM0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01771,
author = {Shuang Li and
Xavier Puig and
Chris Paxton and
Yilun Du and
Clinton Wang and
Linxi Fan and
Tao Chen and
De{-}An Huang and
Ekin Aky{\"{u}}rek and
Anima Anandkumar and
Jacob Andreas and
Igor Mordatch and
Antonio Torralba and
Yuke Zhu},
title = {Pre-Trained Language Models for Interactive Decision-Making},
journal = {CoRR},
volume = {abs/2202.01771},
year = {2022},
url = {https://arxiv.org/abs/2202.01771},
eprinttype = {arXiv},
eprint = {2202.01771},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11931,
author = {Agrim Gupta and
Linxi Fan and
Surya Ganguli and
Li Fei{-}Fei},
title = {MetaMorph: Learning Universal Controllers with Transformers},
journal = {CoRR},
volume = {abs/2203.11931},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11931},
doi = {10.48550/ARXIV.2203.11931},
eprinttype = {arXiv},
eprint = {2203.11931},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08853,
author = {Linxi Fan and
Guanzhi Wang and
Yunfan Jiang and
Ajay Mandlekar and
Yuncong Yang and
Haoyi Zhu and
Andrew Tang and
De{-}An Huang and
Yuke Zhu and
Anima Anandkumar},
title = {MineDojo: Building Open-Ended Embodied Agents with Internet-Scale
Knowledge},
journal = {CoRR},
volume = {abs/2206.08853},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08853},
doi = {10.48550/ARXIV.2206.08853},
eprinttype = {arXiv},
eprint = {2206.08853},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03094,
author = {Yunfan Jiang and
Agrim Gupta and
Zichen Zhang and
Guanzhi Wang and
Yongqiang Dou and
Yanjun Chen and
Li Fei{-}Fei and
Anima Anandkumar and
Yuke Zhu and
Linxi Fan},
title = {{VIMA:} General Robot Manipulation with Multimodal Prompts},
journal = {CoRR},
volume = {abs/2210.03094},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03094},
doi = {10.48550/ARXIV.2210.03094},
eprinttype = {arXiv},
eprint = {2210.03094},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Fan21a,
author = {Linxi Fan},
title = {Training and deploying visual agents at scale},
school = {Stanford University, {USA}},
year = {2021},
url = {https://searchworks.stanford.edu/view/13967796},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Fan21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FanWHY0ZA21,
author = {Linxi Fan and
Guanzhi Wang and
De{-}An Huang and
Zhiding Yu and
Li Fei{-}Fei and
Yuke Zhu and
Animashree Anandkumar},
editor = {Marina Meila and
Tong Zhang},
title = {{SECANT:} Self-Expert Cloning for Zero-Shot Generalization of Visual
Policies},
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 = {3088--3099},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fan21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FanWHY0ZA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/ShenX0MFWPBSTTV21,
author = {Bokui Shen and
Fei Xia and
Chengshu Li and
Roberto Mart{\'{\i}}n{-}Mart{\'{\i}}n and
Linxi Fan and
Guanzhi Wang and
Claudia P{\'{e}}rez{-}D'Arpino and
Shyamal Buch and
Sanjana Srivastava and
Lyne Tchapmi and
Micael Tchapmi and
Kent Vainio and
Josiah Wong and
Li Fei{-}Fei and
Silvio Savarese},
title = {iGibson 1.0: {A} Simulation Environment for Interactive Tasks in Large
Realistic Scenes},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021},
pages = {7520--7527},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IROS51168.2021.9636667},
doi = {10.1109/IROS51168.2021.9636667},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/ShenX0MFWPBSTTV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09678,
author = {Linxi Fan and
Guanzhi Wang and
De{-}An Huang and
Zhiding Yu and
Li Fei{-}Fei and
Yuke Zhu and
Anima Anandkumar},
title = {{SECANT:} Self-Expert Cloning for Zero-Shot Generalization of Visual
Policies},
journal = {CoRR},
volume = {abs/2106.09678},
year = {2021},
url = {https://arxiv.org/abs/2106.09678},
eprinttype = {arXiv},
eprint = {2106.09678},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/FanBWCZN020,
author = {Linxi Fan and
Shyamal Buch and
Guanzhi Wang and
Ryan Cao and
Yuke Zhu and
Juan Carlos Niebles and
Li Fei{-}Fei},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XIX}},
series = {Lecture Notes in Computer Science},
volume = {12364},
pages = {505--521},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58529-7\_30},
doi = {10.1007/978-3-030-58529-7\_30},
timestamp = {Fri, 13 Nov 2020 12:38:35 +0100},
biburl = {https://dblp.org/rec/conf/eccv/FanBWCZN020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02924,
author = {Bokui Shen and
Fei Xia and
Chengshu Li and
Roberto Mart{\'{\i}}n{-}Mart{\'{\i}}n and
Linxi Fan and
Guanzhi Wang and
Shyamal Buch and
Claudia D'Arpino and
Sanjana Srivastava and
Lyne P. Tchapmi and
Micael E. Tchapmi and
Kent Vainio and
Li Fei{-}Fei and
Silvio Savarese},
title = {iGibson, a Simulation Environment for Interactive Tasks in Large Realistic
Scenes},
journal = {CoRR},
volume = {abs/2012.02924},
year = {2020},
url = {https://arxiv.org/abs/2012.02924},
eprinttype = {arXiv},
eprint = {2012.02924},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MayGLGLBFCHKPS19,
author = {Avner May and
Alireza Bagheri Garakani and
Zhiyun Lu and
Dong Guo and
Kuan Liu and
Aur{\'{e}}lien Bellet and
Linxi Fan and
Michael Collins and
Daniel Hsu and
Brian Kingsbury and
Michael Picheny and
Fei Sha},
title = {Kernel Approximation Methods for Speech Recognition},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {59:1--59:36},
year = {2019},
url = {http://jmlr.org/papers/v20/17-026.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MayGLGLBFCHKPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12989,
author = {Linxi Fan and
Yuke Zhu and
Jiren Zhu and
Zihua Liu and
Orien Zeng and
Anchit Gupta and
Joan Creus{-}Costa and
Silvio Savarese and
Li Fei{-}Fei},
title = {SURREAL-System: Fully-Integrated Stack for Distributed Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1909.12989},
year = {2019},
url = {http://arxiv.org/abs/1909.12989},
eprinttype = {arXiv},
eprint = {1909.12989},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/FanZZLZGCSF18,
author = {Linxi Fan and
Yuke Zhu and
Jiren Zhu and
Zihua Liu and
Orien Zeng and
Anchit Gupta and
Joan Creus{-}Costa and
Silvio Savarese and
Li Fei{-}Fei},
title = {{SURREAL:} Open-Source Reinforcement Learning Framework and Robot
Manipulation Benchmark},
booktitle = {2nd Annual Conference on Robot Learning, CoRL 2018, Z{\"{u}}rich,
Switzerland, 29-31 October 2018, Proceedings},
series = {Proceedings of Machine Learning Research},
volume = {87},
pages = {767--782},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v87/fan18a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/corl/FanZZLZGCSF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/RemolonaCBFFGKN17,
author = {Miguel Francisco M. Remolona and
Matthew F. Conway and
Sriram Balasubramanian and
Linxi Fan and
Ziyan Feng and
Tianhao Gu and
Hyungtae Kim and
Prasad M. Nirantar and
Sarah Panda and
Nithin R. Ranabothu and
Neha Rastogi and
Venkat Venkatasubramanian},
title = {Hybrid ontology-learning materials engineering system for pharmaceutical
products: Multi-label entity recognition and concept detection},
journal = {Comput. Chem. Eng.},
volume = {107},
pages = {49--60},
year = {2017},
url = {https://doi.org/10.1016/j.compchemeng.2017.03.012},
doi = {10.1016/J.COMPCHEMENG.2017.03.012},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cce/RemolonaCBFFGKN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShiKFHL17,
author = {Tianlin Shi and
Andrej Karpathy and
Linxi Fan and
Jonathan Hernandez and
Percy Liang},
editor = {Doina Precup and
Yee Whye Teh},
title = {World of Bits: An Open-Domain Platform for Web-Based Agents},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3135--3144},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/shi17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShiKFHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MayGLGLBFCHKPS17,
author = {Avner May and
Alireza Bagheri Garakani and
Zhiyun Lu and
Dong Guo and
Kuan Liu and
Aur{\'{e}}lien Bellet and
Linxi Fan and
Michael Collins and
Daniel J. Hsu and
Brian Kingsbury and
Michael Picheny and
Fei Sha},
title = {Kernel Approximation Methods for Speech Recognition},
journal = {CoRR},
volume = {abs/1701.03577},
year = {2017},
url = {http://arxiv.org/abs/1701.03577},
eprinttype = {arXiv},
eprint = {1701.03577},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MayGLGLBFCHKPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LuQGLMBFCKPS16,
author = {Zhiyun Lu and
Dong Guo and
Alireza Bagheri Garakani and
Kuan Liu and
Avner May and
Aur{\'{e}}lien Bellet and
Linxi Fan and
Michael Collins and
Brian Kingsbury and
Michael Picheny and
Fei Sha},
title = {A comparison between deep neural nets and kernel acoustic models for
speech recognition},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {5070--5074},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472643},
doi = {10.1109/ICASSP.2016.7472643},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LuQGLMBFCKPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmodeiABCCCCCCD16,
author = {Dario Amodei and
Sundaram Ananthanarayanan and
Rishita Anubhai and
Jingliang Bai and
Eric Battenberg and
Carl Case and
Jared Casper and
Bryan Catanzaro and
Jingdong Chen and
Mike Chrzanowski and
Adam Coates and
Greg Diamos and
Erich Elsen and
Jesse H. Engel and
Linxi Fan and
Christopher Fougner and
Awni Y. Hannun and
Billy Jun and
Tony Han and
Patrick LeGresley and
Xiangang Li and
Libby Lin and
Sharan Narang and
Andrew Y. Ng and
Sherjil Ozair and
Ryan Prenger and
Sheng Qian and
Jonathan Raiman and
Sanjeev Satheesh and
David Seetapun and
Shubho Sengupta and
Chong Wang and
Yi Wang and
Zhiqian Wang and
Bo Xiao and
Yan Xie and
Dani Yogatama and
Jun Zhan and
Zhenyao Zhu},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin},
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 = {173--182},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/amodei16.html},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AmodeiABCCCCCCD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PezeshkiFBCB16,
author = {Mohammad Pezeshki and
Linxi Fan and
Philemon Brakel and
Aaron C. Courville and
Yoshua Bengio},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Deconstructing the Ladder Network Architecture},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2368--2376},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/pezeshki16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PezeshkiFBCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuGGLMBFCKPS16,
author = {Zhiyun Lu and
Dong Guo and
Alireza Bagheri Garakani and
Kuan Liu and
Avner May and
Aur{\'{e}}lien Bellet and
Linxi Fan and
Michael Collins and
Brian Kingsbury and
Michael Picheny and
Fei Sha},
title = {A Comparison between Deep Neural Nets and Kernel Acoustic Models for
Speech Recognition},
journal = {CoRR},
volume = {abs/1603.05800},
year = {2016},
url = {http://arxiv.org/abs/1603.05800},
eprinttype = {arXiv},
eprint = {1603.05800},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LuGGLMBFCKPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PezeshkiFBCB15,
author = {Mohammad Pezeshki and
Linxi Fan and
Philemon Brakel and
Aaron C. Courville and
Yoshua Bengio},
title = {Deconstructing the Ladder Network Architecture},
journal = {CoRR},
volume = {abs/1511.06430},
year = {2015},
url = {http://arxiv.org/abs/1511.06430},
eprinttype = {arXiv},
eprint = {1511.06430},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PezeshkiFBCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AmodeiABCCCCCCD15,
author = {Dario Amodei and
Rishita Anubhai and
Eric Battenberg and
Carl Case and
Jared Casper and
Bryan Catanzaro and
Jingdong Chen and
Mike Chrzanowski and
Adam Coates and
Greg Diamos and
Erich Elsen and
Jesse H. Engel and
Linxi Fan and
Christopher Fougner and
Tony Han and
Awni Y. Hannun and
Billy Jun and
Patrick LeGresley and
Libby Lin and
Sharan Narang and
Andrew Y. Ng and
Sherjil Ozair and
Ryan Prenger and
Jonathan Raiman and
Sanjeev Satheesh and
David Seetapun and
Shubho Sengupta and
Yi Wang and
Zhiqian Wang and
Chong Wang and
Bo Xiao and
Dani Yogatama and
Jun Zhan and
Zhenyao Zhu},
title = {Deep Speech 2: End-to-End Speech Recognition in English and Mandarin},
journal = {CoRR},
volume = {abs/1512.02595},
year = {2015},
url = {http://arxiv.org/abs/1512.02595},
eprinttype = {arXiv},
eprint = {1512.02595},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/AmodeiABCCCCCCD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuMLGGBFCKPS14,
author = {Zhiyun Lu and
Avner May and
Kuan Liu and
Alireza Bagheri Garakani and
Dong Guo and
Aur{\'{e}}lien Bellet and
Linxi Fan and
Michael Collins and
Brian Kingsbury and
Michael Picheny and
Fei Sha},
title = {How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets},
journal = {CoRR},
volume = {abs/1411.4000},
year = {2014},
url = {http://arxiv.org/abs/1411.4000},
eprinttype = {arXiv},
eprint = {1411.4000},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LuMLGGBFCKPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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