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ORCIDBibTeX records: Mohammad Norouzi 0002
@article{DBLP:journals/pami/SahariaHCSFN23,
author = {Chitwan Saharia and
Jonathan Ho and
William Chan and
Tim Salimans and
David J. Fleet and
Mohammad Norouzi},
title = {Image Super-Resolution via Iterative Refinement},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {4713--4726},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3204461},
doi = {10.1109/TPAMI.2022.3204461},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/SahariaHCSFN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuGSCRNBM0C23,
author = {Rosanne Liu and
Dan Garrette and
Chitwan Saharia and
William Chan and
Adam Roberts and
Sharan Narang and
Irina Blok and
RJ Mical and
Mohammad Norouzi and
Noah Constant},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Character-Aware Models Improve Visual Text Rendering},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {16270--16297},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.900},
doi = {10.18653/V1/2023.ACL-LONG.900},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiuGSCRNBM0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhuYZRCS0K23,
author = {Luyang Zhu and
Dawei Yang and
Tyler Zhu and
Fitsum Reda and
William Chan and
Chitwan Saharia and
Mohammad Norouzi and
Ira Kemelmacher{-}Shlizerman},
title = {TryOnDiffusion: {A} Tale of Two UNets},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {4606--4615},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00447},
doi = {10.1109/CVPR52729.2023.00447},
timestamp = {Mon, 28 Aug 2023 16:14:07 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZhuYZRCS0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0001SMPNPOLFSB023,
author = {Su Wang and
Chitwan Saharia and
Ceslee Montgomery and
Jordi Pont{-}Tuset and
Shai Noy and
Stefano Pellegrini and
Yasumasa Onoe and
Sarah Laszlo and
David J. Fleet and
Radu Soricut and
Jason Baldridge and
Mohammad Norouzi and
Peter Anderson and
William Chan},
title = {Imagen Editor and EditBench: Advancing and Evaluating Text-Guided
Image Inpainting},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {18359--18369},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01761},
doi = {10.1109/CVPR52729.2023.01761},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/0001SMPNPOLFSB023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WatsonCMHT023,
author = {Daniel Watson and
William Chan and
Ricardo Martin{-}Brualla and
Jonathan Ho and
Andrea Tagliasacchi and
Mohammad Norouzi},
title = {Novel View Synthesis with Diffusion Models},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=HtoA0oT30jC},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WatsonCMHT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SaxenaHHK0SF23,
author = {Saurabh Saxena and
Charles Herrmann and
Junhwa Hur and
Abhishek Kar and
Mohammad Norouzi and
Deqing Sun and
David J. Fleet},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {The Surprising Effectiveness of Diffusion Models for Optical Flow
and Monocular Depth Estimation},
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/7c119415672ae2186e17d492e1d5da2f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SaxenaHHK0SF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14816,
author = {Saurabh Saxena and
Abhishek Kar and
Mohammad Norouzi and
David J. Fleet},
title = {Monocular Depth Estimation using Diffusion Models},
journal = {CoRR},
volume = {abs/2302.14816},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14816},
doi = {10.48550/ARXIV.2302.14816},
eprinttype = {arXiv},
eprint = {2302.14816},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08466,
author = {Shekoofeh Azizi and
Simon Kornblith and
Chitwan Saharia and
Mohammad Norouzi and
David J. Fleet},
title = {Synthetic Data from Diffusion Models Improves ImageNet Classification},
journal = {CoRR},
volume = {abs/2304.08466},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08466},
doi = {10.48550/ARXIV.2304.08466},
eprinttype = {arXiv},
eprint = {2304.08466},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01923,
author = {Saurabh Saxena and
Charles Herrmann and
Junhwa Hur and
Abhishek Kar and
Mohammad Norouzi and
Deqing Sun and
David J. Fleet},
title = {The Surprising Effectiveness of Diffusion Models for Optical Flow
and Monocular Depth Estimation},
journal = {CoRR},
volume = {abs/2306.01923},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01923},
doi = {10.48550/ARXIV.2306.01923},
eprinttype = {arXiv},
eprint = {2306.01923},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08276,
author = {Luyang Zhu and
Dawei Yang and
Tyler Zhu and
Fitsum Reda and
William Chan and
Chitwan Saharia and
Mohammad Norouzi and
Ira Kemelmacher{-}Shlizerman},
title = {TryOnDiffusion: {A} Tale of Two UNets},
journal = {CoRR},
volume = {abs/2306.08276},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08276},
doi = {10.48550/ARXIV.2306.08276},
eprinttype = {arXiv},
eprint = {2306.08276},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoSCFNS22,
author = {Jonathan Ho and
Chitwan Saharia and
William Chan and
David J. Fleet and
Mohammad Norouzi and
Tim Salimans},
title = {Cascaded Diffusion Models for High Fidelity Image Generation},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {47:1--47:33},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0635.html},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/HoSCFNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/HeNKH022,
author = {Xuanli He and
Islam Nassar and
Jamie Kiros and
Gholamreza Haffari and
Mohammad Norouzi},
title = {Generate, Annotate, and Learn: {NLP} with Synthetic Text},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {10},
pages = {826--842},
year = {2022},
url = {https://transacl.org/ojs/index.php/tacl/article/view/3811},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/HeNKH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BrempongKCPMN22,
author = {Emmanuel Asiedu Brempong and
Simon Kornblith and
Ting Chen and
Niki Parmar and
Matthias Minderer and
Mohammad Norouzi},
title = {Decoder Denoising Pretraining for Semantic Segmentation},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=D3WI0QG7dC},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BrempongKCPMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BrempongKCPM022,
author = {Emmanuel Asiedu Brempong and
Simon Kornblith and
Ting Chen and
Niki Parmar and
Matthias Minderer and
Mohammad Norouzi},
title = {Denoising Pretraining for Semantic Segmentation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {4174--4185},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00462},
doi = {10.1109/CVPRW56347.2022.00462},
timestamp = {Mon, 29 Aug 2022 11:44:03 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/BrempongKCPM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ClarkGCPH022,
author = {Kevin Clark and
Kelvin Guu and
Ming{-}Wei Chang and
Panupong Pasupat and
Geoffrey E. Hinton and
Mohammad Norouzi},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Meta-Learning Fast Weight Language Models},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {9751--9757},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.661},
doi = {10.18653/V1/2022.EMNLP-MAIN.661},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ClarkGCPH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WatsonCH022,
author = {Daniel Watson and
William Chan and
Jonathan Ho and
Mohammad Norouzi},
title = {Learning Fast Samplers for Diffusion Models by Differentiating Through
Sample Quality},
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=VFBjuF8HEp},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WatsonCH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoSGC0F22,
author = {Jonathan Ho and
Tim Salimans and
Alexey A. Gritsenko and
William Chan and
Mohammad Norouzi and
David J. Fleet},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Video Diffusion Models},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/39235c56aef13fb05a6adc95eb9d8d66-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HoSGC0F22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SahariaCSLWDGLA22,
author = {Chitwan Saharia and
William Chan and
Saurabh Saxena and
Lala Li and
Jay Whang and
Emily L. Denton and
Seyed Kamyar Seyed Ghasemipour and
Raphael Gontijo Lopes and
Burcu Karagol Ayan and
Tim Salimans and
Jonathan Ho and
David J. Fleet and
Mohammad Norouzi},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding},
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/ec795aeadae0b7d230fa35cbaf04c041-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SahariaCSLWDGLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/SahariaCCLHSF022,
author = {Chitwan Saharia and
William Chan and
Huiwen Chang and
Chris A. Lee and
Jonathan Ho and
Tim Salimans and
David J. Fleet and
Mohammad Norouzi},
editor = {Munkhtsetseg Nandigjav and
Niloy J. Mitra and
Aaron Hertzmann},
title = {Palette: Image-to-Image Diffusion Models},
booktitle = {{SIGGRAPH} '22: Special Interest Group on Computer Graphics and Interactive
Techniques Conference, Vancouver, BC, Canada, August 7 - 11, 2022},
pages = {15:1--15:10},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3528233.3530757},
doi = {10.1145/3528233.3530757},
timestamp = {Fri, 22 Jul 2022 14:56:50 +0200},
biburl = {https://dblp.org/rec/conf/siggraph/SahariaCCLHSF022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05830,
author = {Daniel Watson and
William Chan and
Jonathan Ho and
Mohammad Norouzi},
title = {Learning Fast Samplers for Diffusion Models by Differentiating Through
Sample Quality},
journal = {CoRR},
volume = {abs/2202.05830},
year = {2022},
url = {https://arxiv.org/abs/2202.05830},
eprinttype = {arXiv},
eprint = {2202.05830},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03458,
author = {Jonathan Ho and
Tim Salimans and
Alexey A. Gritsenko and
William Chan and
Mohammad Norouzi and
David J. Fleet},
title = {Video Diffusion Models},
journal = {CoRR},
volume = {abs/2204.03458},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03458},
doi = {10.48550/ARXIV.2204.03458},
eprinttype = {arXiv},
eprint = {2204.03458},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03458.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09723,
author = {Shekoofeh Azizi and
Laura Culp and
Jan Freyberg and
Basil Mustafa and
Sebastien Baur and
Simon Kornblith and
Ting Chen and
Patricia MacWilliams and
S. Sara Mahdavi and
Ellery Wulczyn and
Boris Babenko and
Megan Wilson and
Aaron Loh and
Po{-}Hsuan Cameron Chen and
Yuan Liu and
Pinal Bavishi and
Scott Mayer McKinney and
Jim Winkens and
Abhijit Guha Roy and
Zachary Beaver and
Fiona Ryan and
Justin Krogue and
Mozziyar Etemadi and
Umesh Telang and
Yun Liu and
Lily Peng and
Gregory S. Corrado and
Dale R. Webster and
David J. Fleet and
Geoffrey E. Hinton and
Neil Houlsby and
Alan Karthikesalingam and
Mohammad Norouzi and
Vivek Natarajan},
title = {Robust and Efficient Medical Imaging with Self-Supervision},
journal = {CoRR},
volume = {abs/2205.09723},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09723},
doi = {10.48550/ARXIV.2205.09723},
eprinttype = {arXiv},
eprint = {2205.09723},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11423,
author = {Emmanuel Asiedu Brempong and
Simon Kornblith and
Ting Chen and
Niki Parmar and
Matthias Minderer and
Mohammad Norouzi},
title = {Decoder Denoising Pretraining for Semantic Segmentation},
journal = {CoRR},
volume = {abs/2205.11423},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11423},
doi = {10.48550/ARXIV.2205.11423},
eprinttype = {arXiv},
eprint = {2205.11423},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11487,
author = {Chitwan Saharia and
William Chan and
Saurabh Saxena and
Lala Li and
Jay Whang and
Emily Denton and
Seyed Kamyar Seyed Ghasemipour and
Burcu Karagol Ayan and
S. Sara Mahdavi and
Raphael Gontijo Lopes and
Tim Salimans and
Jonathan Ho and
David J. Fleet and
Mohammad Norouzi},
title = {Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding},
journal = {CoRR},
volume = {abs/2205.11487},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11487},
doi = {10.48550/ARXIV.2205.11487},
eprinttype = {arXiv},
eprint = {2205.11487},
timestamp = {Mon, 08 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02303,
author = {Jonathan Ho and
William Chan and
Chitwan Saharia and
Jay Whang and
Ruiqi Gao and
Alexey A. Gritsenko and
Diederik P. Kingma and
Ben Poole and
Mohammad Norouzi and
David J. Fleet and
Tim Salimans},
title = {Imagen Video: High Definition Video Generation with Diffusion Models},
journal = {CoRR},
volume = {abs/2210.02303},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02303},
doi = {10.48550/ARXIV.2210.02303},
eprinttype = {arXiv},
eprint = {2210.02303},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04628,
author = {Daniel Watson and
William Chan and
Ricardo Martin{-}Brualla and
Jonathan Ho and
Andrea Tagliasacchi and
Mohammad Norouzi},
title = {Novel View Synthesis with Diffusion Models},
journal = {CoRR},
volume = {abs/2210.04628},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04628},
doi = {10.48550/ARXIV.2210.04628},
eprinttype = {arXiv},
eprint = {2210.04628},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-02475,
author = {Kevin Clark and
Kelvin Guu and
Ming{-}Wei Chang and
Panupong Pasupat and
Geoffrey E. Hinton and
Mohammad Norouzi},
title = {Meta-Learning Fast Weight Language Models},
journal = {CoRR},
volume = {abs/2212.02475},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.02475},
doi = {10.48550/ARXIV.2212.02475},
eprinttype = {arXiv},
eprint = {2212.02475},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-02475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-06909,
author = {Su Wang and
Chitwan Saharia and
Ceslee Montgomery and
Jordi Pont{-}Tuset and
Shai Noy and
Stefano Pellegrini and
Yasumasa Onoe and
Sarah Laszlo and
David J. Fleet and
Radu Soricut and
Jason Baldridge and
Mohammad Norouzi and
Peter Anderson and
William Chan},
title = {Imagen Editor and EditBench: Advancing and Evaluating Text-Guided
Image Inpainting},
journal = {CoRR},
volume = {abs/2212.06909},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.06909},
doi = {10.48550/ARXIV.2212.06909},
eprinttype = {arXiv},
eprint = {2212.06909},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-06909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10562,
author = {Rosanne Liu and
Dan Garrette and
Chitwan Saharia and
William Chan and
Adam Roberts and
Sharan Narang and
Irina Blok and
RJ Mical and
Mohammad Norouzi and
Noah Constant},
title = {Character-Aware Models Improve Visual Text Rendering},
journal = {CoRR},
volume = {abs/2212.10562},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10562},
doi = {10.48550/ARXIV.2212.10562},
eprinttype = {arXiv},
eprint = {2212.10562},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/AziziMRBFDLKKCN21,
author = {Shekoofeh Azizi and
Basil Mustafa and
Fiona Ryan and
Zachary Beaver and
Jan Freyberg and
Jonathan Deaton and
Aaron Loh and
Alan Karthikesalingam and
Simon Kornblith and
Ting Chen and
Vivek Natarajan and
Mohammad Norouzi},
title = {Big Self-Supervised Models Advance Medical Image Classification},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {3458--3468},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00346},
doi = {10.1109/ICCV48922.2021.00346},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/AziziMRBFDLKKCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenZZWNC21,
author = {Nanxin Chen and
Yu Zhang and
Heiga Zen and
Ron J. Weiss and
Mohammad Norouzi and
William Chan},
title = {WaveGrad: Estimating Gradients for Waveform Generation},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=NsMLjcFaO8O},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenZZWNC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Fu0NTw0YZCKPLP21,
author = {Justin Fu and
Mohammad Norouzi and
Ofir Nachum and
George Tucker and
Ziyu Wang and
Alexander Novikov and
Mengjiao Yang and
Michael R. Zhang and
Yutian Chen and
Aviral Kumar and
Cosmin Paduraru and
Sergey Levine and
Tom Le Paine},
title = {Benchmarks for Deep Off-Policy Evaluation},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=kWSeGEeHvF8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/Fu0NTw0YZCKPLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GrathwohlKH0SD21,
author = {Will Sussman Grathwohl and
Jacob Jin Kelly and
Milad Hashemi and
Mohammad Norouzi and
Kevin Swersky and
David Duvenaud},
title = {No {MCMC} for me: Amortized sampling for fast and stable training
of energy-based models},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=ixpSxO9flk3},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GrathwohlKH0SD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HafnerL0B21,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Mohammad Norouzi and
Jimmy Ba},
title = {Mastering Atari with Discrete World Models},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=0oabwyZbOu},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HafnerL0B21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangPNPT0021,
author = {Michael R. Zhang and
Thomas Paine and
Ofir Nachum and
Cosmin Paduraru and
George Tucker and
Ziyu Wang and
Mohammad Norouzi},
title = {Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=kmqjgSNXby},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangPNPT0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ChenZZW0DC21,
author = {Nanxin Chen and
Yu Zhang and
Heiga Zen and
Ron J. Weiss and
Mohammad Norouzi and
Najim Dehak and
William Chan},
editor = {Hynek Hermansky and
Honza Cernock{\'{y}} and
Luk{\'{a}}s Burget and
Lori Lamel and
Odette Scharenborg and
Petr Motl{\'{\i}}cek},
title = {WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis},
booktitle = {Interspeech 2021, 22nd Annual Conference of the International Speech
Communication Association, Brno, Czechia, 30 August - 3 September
2021},
pages = {3765--3769},
publisher = {{ISCA}},
year = {2021},
url = {https://doi.org/10.21437/Interspeech.2021-1897},
doi = {10.21437/INTERSPEECH.2021-1897},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ChenZZW0DC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KornblithCLN21,
author = {Simon Kornblith and
Ting Chen and
Honglak Lee and
Mohammad Norouzi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Why Do Better Loss Functions Lead to Less Transferable Features?},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28648--28662},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f0bf4a2da952528910047c31b6c2e951-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KornblithCLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05224,
author = {Shekoofeh Azizi and
Basil Mustafa and
Fiona Ryan and
Zachary Beaver and
Jan Freyberg and
Jonathan Deaton and
Aaron Loh and
Alan Karthikesalingam and
Simon Kornblith and
Ting Chen and
Vivek Natarajan and
Mohammad Norouzi},
title = {Big Self-Supervised Models Advance Medical Image Classification},
journal = {CoRR},
volume = {abs/2101.05224},
year = {2021},
url = {https://arxiv.org/abs/2101.05224},
eprinttype = {arXiv},
eprint = {2101.05224},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-16596,
author = {Justin Fu and
Mohammad Norouzi and
Ofir Nachum and
George Tucker and
Ziyu Wang and
Alexander Novikov and
Mengjiao Yang and
Michael R. Zhang and
Yutian Chen and
Aviral Kumar and
Cosmin Paduraru and
Sergey Levine and
Tom Le Paine},
title = {Benchmarks for Deep Off-Policy Evaluation},
journal = {CoRR},
volume = {abs/2103.16596},
year = {2021},
url = {https://arxiv.org/abs/2103.16596},
eprinttype = {arXiv},
eprint = {2103.16596},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-16596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02133,
author = {William Chan and
Daniel S. Park and
Chris A. Lee and
Yu Zhang and
Quoc V. Le and
Mohammad Norouzi},
title = {SpeechStew: Simply Mix All Available Speech Recognition Data to Train
One Large Neural Network},
journal = {CoRR},
volume = {abs/2104.02133},
year = {2021},
url = {https://arxiv.org/abs/2104.02133},
eprinttype = {arXiv},
eprint = {2104.02133},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07636,
author = {Chitwan Saharia and
Jonathan Ho and
William Chan and
Tim Salimans and
David J. Fleet and
Mohammad Norouzi},
title = {Image Super-Resolution via Iterative Refinement},
journal = {CoRR},
volume = {abs/2104.07636},
year = {2021},
url = {https://arxiv.org/abs/2104.07636},
eprinttype = {arXiv},
eprint = {2104.07636},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-13877,
author = {Michael R. Zhang and
Tom Le Paine and
Ofir Nachum and
Cosmin Paduraru and
George Tucker and
Ziyu Wang and
Mohammad Norouzi},
title = {Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization},
journal = {CoRR},
volume = {abs/2104.13877},
year = {2021},
url = {https://arxiv.org/abs/2104.13877},
eprinttype = {arXiv},
eprint = {2104.13877},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-13877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03802,
author = {Daniel Watson and
Jonathan Ho and
Mohammad Norouzi and
William Chan},
title = {Learning to Efficiently Sample from Diffusion Probabilistic Models},
journal = {CoRR},
volume = {abs/2106.03802},
year = {2021},
url = {https://arxiv.org/abs/2106.03802},
eprinttype = {arXiv},
eprint = {2106.03802},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06168,
author = {Xuanli He and
Islam Nassar and
Jamie Kiros and
Gholamreza Haffari and
Mohammad Norouzi},
title = {Generate, Annotate, and Learn: Generative Models Advance Self-Training
and Knowledge Distillation},
journal = {CoRR},
volume = {abs/2106.06168},
year = {2021},
url = {https://arxiv.org/abs/2106.06168},
eprinttype = {arXiv},
eprint = {2106.06168},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09660,
author = {Nanxin Chen and
Yu Zhang and
Heiga Zen and
Ron J. Weiss and
Mohammad Norouzi and
Najim Dehak and
William Chan},
title = {WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis},
journal = {CoRR},
volume = {abs/2106.09660},
year = {2021},
url = {https://arxiv.org/abs/2106.09660},
eprinttype = {arXiv},
eprint = {2106.09660},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15282,
author = {Jonathan Ho and
Chitwan Saharia and
William Chan and
David J. Fleet and
Mohammad Norouzi and
Tim Salimans},
title = {Cascaded Diffusion Models for High Fidelity Image Generation},
journal = {CoRR},
volume = {abs/2106.15282},
year = {2021},
url = {https://arxiv.org/abs/2106.15282},
eprinttype = {arXiv},
eprint = {2106.15282},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05826,
author = {Chitwan Saharia and
William Chan and
Huiwen Chang and
Chris A. Lee and
Jonathan Ho and
Tim Salimans and
David J. Fleet and
Mohammad Norouzi},
title = {Palette: Image-to-Image Diffusion Models},
journal = {CoRR},
volume = {abs/2111.05826},
year = {2021},
url = {https://arxiv.org/abs/2111.05826},
eprinttype = {arXiv},
eprint = {2111.05826},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HeHN20,
author = {Xuanli He and
Gholamreza Haffari and
Mohammad Norouzi},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Dynamic Programming Encoding for Subword Segmentation in Neural Machine
Translation},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {3042--3051},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.275},
doi = {10.18653/V1/2020.ACL-MAIN.275},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HeHN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DengLJPH0T20,
author = {Boyang Deng and
John P. Lewis and
Timothy Jeruzalski and
Gerard Pons{-}Moll and
Geoffrey E. Hinton and
Mohammad Norouzi and
Andrea Tagliasacchi},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {{NASA} Neural Articulated Shape Approximation},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12352},
pages = {612--628},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58571-6\_36},
doi = {10.1007/978-3-030-58571-6\_36},
timestamp = {Tue, 10 Nov 2020 13:24:15 +0100},
biburl = {https://dblp.org/rec/conf/eccv/DengLJPH0T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SahariaCSN20,
author = {Chitwan Saharia and
William Chan and
Saurabh Saxena and
Mohammad Norouzi},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Non-Autoregressive Machine Translation with Latent Alignments},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {1098--1108},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.83},
doi = {10.18653/V1/2020.EMNLP-MAIN.83},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/SahariaCSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GrathwohlWJD0S20,
author = {Will Grathwohl and
Kuan{-}Chieh Wang and
J{\"{o}}rn{-}Henrik Jacobsen and
David Duvenaud and
Mohammad Norouzi and
Kevin Swersky},
title = {Your classifier is secretly an energy based model and you should treat
it like one},
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=Hkxzx0NtDB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GrathwohlWJD0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HafnerLB020,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Jimmy Ba and
Mohammad Norouzi},
title = {Dream to Control: Learning Behaviors by Latent Imagination},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=S1lOTC4tDS},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HafnerLB020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LuoB00DAC20,
author = {Yucen Luo and
Alex Beatson and
Mohammad Norouzi and
Jun Zhu and
David Duvenaud and
Ryan P. Adams and
Ricky T. Q. Chen},
title = {{SUMO:} Unbiased Estimation of Log Marginal Probability for Latent
Variable Models},
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=SylkYeHtwr},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LuoB00DAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalS020,
author = {Rishabh Agarwal and
Dale Schuurmans and
Mohammad Norouzi},
title = {An Optimistic Perspective on Offline Reinforcement Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {104--114},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/agarwal20c.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AgarwalS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChanSH0J20,
author = {William Chan and
Chitwan Saharia and
Geoffrey E. Hinton and
Mohammad Norouzi and
Navdeep Jaitly},
title = {Imputer: Sequence Modelling via Imputation and Dynamic Programming},
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 = {1403--1413},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chan20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChanSH0J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenK0H20,
author = {Ting Chen and
Simon Kornblith and
Mohammad Norouzi and
Geoffrey E. Hinton},
title = {A Simple Framework for Contrastive Learning of Visual Representations},
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 = {1597--1607},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20j.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenK0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenKSNH20,
author = {Ting Chen and
Simon Kornblith and
Kevin Swersky and
Mohammad Norouzi and
Geoffrey E. Hinton},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Big Self-Supervised Models are Strong Semi-Supervised Learners},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/fcbc95ccdd551da181207c0c1400c655-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenKSNH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Gulcehre0NPCZAM20,
author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Ziyu Wang and
Alexander Novikov and
Thomas Paine and
Sergio G{\'{o}}mez Colmenarejo and
Konrad Zolna and
Rishabh Agarwal and
Josh Merel and
Daniel J. Mankowitz and
Cosmin Paduraru and
Gabriel Dulac{-}Arnold and
Jerry Li and
Mohammad Norouzi and
Matthew Hoffman and
Nicolas Heess and
Nando de Freitas},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {{RL} Unplugged: {A} Collection of Benchmarks for Offline Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/51200d29d1fc15f5a71c1dab4bb54f7c-Abstract.html},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Gulcehre0NPCZAM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoCMFB0L20,
author = {Yijie Guo and
Jongwook Choi and
Marcin Moczulski and
Shengyu Feng and
Samy Bengio and
Mohammad Norouzi and
Honglak Lee},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Memory Based Trajectory-conditioned Policies for Learning from Sparse
Rewards},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/2df45244f09369e16ea3f9117ca45157-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuoCMFB0L20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NorouziF020,
author = {Sajad Norouzi and
David J. Fleet and
Mohammad Norouzi},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Exemplar {VAE:} Linking Generative Models, Nearest Neighbor Retrieval,
and Data Augmentation},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/63c17d596f401acb520efe4a2a7a01ee-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NorouziF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05709,
author = {Ting Chen and
Simon Kornblith and
Mohammad Norouzi and
Geoffrey E. Hinton},
title = {A Simple Framework for Contrastive Learning of Visual Representations},
journal = {CoRR},
volume = {abs/2002.05709},
year = {2020},
url = {https://arxiv.org/abs/2002.05709},
eprinttype = {arXiv},
eprint = {2002.05709},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08926,
author = {William Chan and
Chitwan Saharia and
Geoffrey E. Hinton and
Mohammad Norouzi and
Navdeep Jaitly},
title = {Imputer: Sequence Modelling via Imputation and Dynamic Programming},
journal = {CoRR},
volume = {abs/2002.08926},
year = {2020},
url = {https://arxiv.org/abs/2002.08926},
eprinttype = {arXiv},
eprint = {2002.08926},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00353,
author = {Yucen Luo and
Alex Beatson and
Mohammad Norouzi and
Jun Zhu and
David Duvenaud and
Ryan P. Adams and
Ricky T. Q. Chen},
title = {{SUMO:} Unbiased Estimation of Log Marginal Probability for Latent
Variable Models},
journal = {CoRR},
volume = {abs/2004.00353},
year = {2020},
url = {https://arxiv.org/abs/2004.00353},
eprinttype = {arXiv},
eprint = {2004.00353},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-00353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04795,
author = {Sajad Norouzi and
David J. Fleet and
Mohammad Norouzi},
title = {Exemplar VAEs for Exemplar based Generation and Data Augmentation},
journal = {CoRR},
volume = {abs/2004.04795},
year = {2020},
url = {https://arxiv.org/abs/2004.04795},
eprinttype = {arXiv},
eprint = {2004.04795},
timestamp = {Wed, 15 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05980,
author = {Timothy Jeruzalski and
David I. W. Levin and
Alec Jacobson and
Paul Lalonde and
Mohammad Norouzi and
Andrea Tagliasacchi},
title = {NiLBS: Neural Inverse Linear Blend Skinning},
journal = {CoRR},
volume = {abs/2004.05980},
year = {2020},
url = {https://arxiv.org/abs/2004.05980},
eprinttype = {arXiv},
eprint = {2004.05980},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07437,
author = {Chitwan Saharia and
William Chan and
Saurabh Saxena and
Mohammad Norouzi},
title = {Non-Autoregressive Machine Translation with Latent Alignments},
journal = {CoRR},
volume = {abs/2004.07437},
year = {2020},
url = {https://arxiv.org/abs/2004.07437},
eprinttype = {arXiv},
eprint = {2004.07437},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06606,
author = {Xuanli He and
Gholamreza Haffari and
Mohammad Norouzi},
title = {Dynamic Programming Encoding for Subword Segmentation in Neural Machine
Translation},
journal = {CoRR},
volume = {abs/2005.06606},
year = {2020},
url = {https://arxiv.org/abs/2005.06606},
eprinttype = {arXiv},
eprint = {2005.06606},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-06606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10029,
author = {Ting Chen and
Simon Kornblith and
Kevin Swersky and
Mohammad Norouzi and
Geoffrey E. Hinton},
title = {Big Self-Supervised Models are Strong Semi-Supervised Learners},
journal = {CoRR},
volume = {abs/2006.10029},
year = {2020},
url = {https://arxiv.org/abs/2006.10029},
eprinttype = {arXiv},
eprint = {2006.10029},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13888,
author = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Ziyu Wang and
Alexander Novikov and
Tom Le Paine and
Sergio G{\'{o}}mez Colmenarejo and
Konrad Zolna and
Rishabh Agarwal and
Josh Merel and
Daniel J. Mankowitz and
Cosmin Paduraru and
Gabriel Dulac{-}Arnold and
Jerry Li and
Mohammad Norouzi and
Matt Hoffman and
Ofir Nachum and
George Tucker and
Nicolas Heess and
Nando de Freitas},
title = {{RL} Unplugged: Benchmarks for Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2006.13888},
year = {2020},
url = {https://arxiv.org/abs/2006.13888},
eprinttype = {arXiv},
eprint = {2006.13888},
timestamp = {Wed, 20 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00713,
author = {Nanxin Chen and
Yu Zhang and
Heiga Zen and
Ron J. Weiss and
Mohammad Norouzi and
William Chan},
title = {WaveGrad: Estimating Gradients for Waveform Generation},
journal = {CoRR},
volume = {abs/2009.00713},
year = {2020},
url = {https://arxiv.org/abs/2009.00713},
eprinttype = {arXiv},
eprint = {2009.00713},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02193,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Mohammad Norouzi and
Jimmy Ba},
title = {Mastering Atari with Discrete World Models},
journal = {CoRR},
volume = {abs/2010.02193},
year = {2020},
url = {https://arxiv.org/abs/2010.02193},
eprinttype = {arXiv},
eprint = {2010.02193},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04230,
author = {Will Grathwohl and
Jacob Kelly and
Milad Hashemi and
Mohammad Norouzi and
Kevin Swersky and
David Duvenaud},
title = {No {MCMC} for me: Amortized sampling for fast and stable training
of energy-based models},
journal = {CoRR},
volume = {abs/2010.04230},
year = {2020},
url = {https://arxiv.org/abs/2010.04230},
eprinttype = {arXiv},
eprint = {2010.04230},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-16402,
author = {Simon Kornblith and
Honglak Lee and
Ting Chen and
Mohammad Norouzi},
title = {What's in a Loss Function for Image Classification?},
journal = {CoRR},
volume = {abs/2010.16402},
year = {2020},
url = {https://arxiv.org/abs/2010.16402},
eprinttype = {arXiv},
eprint = {2010.16402},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-16402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChoiGMOWNL19,
author = {Jongwook Choi and
Yijie Guo and
Marcin Moczulski and
Junhyuk Oh and
Neal Wu and
Mohammad Norouzi and
Honglak Lee},
title = {Contingency-Aware Exploration in Reinforcement Learning},
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=HyxGB2AcY7},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChoiGMOWNL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LucasTGN19,
author = {James Lucas and
George Tucker and
Roger B. Grosse and
Mohammad Norouzi},
title = {Understanding Posterior Collapse in Generative Latent Variable Models},
booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=r1xaVLUYuE},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LucasTGN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SabourCN19,
author = {Sara Sabour and
William Chan and
Mohammad Norouzi},
title = {Optimal Completion Distillation for Sequence Learning},
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=rkMW1hRqKX},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SabourCN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgarwalLS019,
author = {Rishabh Agarwal and
Chen Liang and
Dale Schuurmans and
Mohammad Norouzi},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Learning to Generalize from Sparse and Underspecified Rewards},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {130--140},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/agarwal19e.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgarwalLS019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AhmedR0S19,
author = {Zafarali Ahmed and
Nicolas Le Roux and
Mohammad Norouzi and
Dale Schuurmans},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Understanding the Impact of Entropy on Policy Optimization},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {151--160},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/ahmed19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AhmedR0S19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kornblith0LH19,
author = {Simon Kornblith and
Mohammad Norouzi and
Honglak Lee and
Geoffrey E. Hinton},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Similarity of Neural Network Representations Revisited},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3519--3529},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/kornblith19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Kornblith0LH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LucasTG019,
author = {James Lucas and
George Tucker and
Roger B. Grosse and
Mohammad Norouzi},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Don't Blame the ELBO! {A} Linear {VAE} Perspective on Posterior Collapse},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9403--9413},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/7e3315fe390974fcf25e44a9445bd821-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LucasTG019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07198,
author = {Rishabh Agarwal and
Chen Liang and
Dale Schuurmans and
Mohammad Norouzi},
title = {Learning to Generalize from Sparse and Underspecified Rewards},
journal = {CoRR},
volume = {abs/1902.07198},
year = {2019},
url = {http://arxiv.org/abs/1902.07198},
eprinttype = {arXiv},
eprint = {1902.07198},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00414,
author = {Simon Kornblith and
Mohammad Norouzi and
Honglak Lee and
Geoffrey E. Hinton},
title = {Similarity of Neural Network Representations Revisited},
journal = {CoRR},
volume = {abs/1905.00414},
year = {2019},
url = {http://arxiv.org/abs/1905.00414},
eprinttype = {arXiv},
eprint = {1905.00414},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04543,
author = {Rishabh Agarwal and
Dale Schuurmans and
Mohammad Norouzi},
title = {Striving for Simplicity in Off-policy Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1907.04543},
year = {2019},
url = {http://arxiv.org/abs/1907.04543},
eprinttype = {arXiv},
eprint = {1907.04543},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10247,
author = {Yijie Guo and
Jongwook Choi and
Marcin Moczulski and
Samy Bengio and
Mohammad Norouzi and
Honglak Lee},
title = {Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned
Policy},
journal = {CoRR},
volume = {abs/1907.10247},
year = {2019},
url = {http://arxiv.org/abs/1907.10247},
eprinttype = {arXiv},
eprint = {1907.10247},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02469,
author = {James Lucas and
George Tucker and
Roger B. Grosse and
Mohammad Norouzi},
title = {Don't Blame the ELBO! {A} Linear {VAE} Perspective on Posterior Collapse},
journal = {CoRR},
volume = {abs/1911.02469},
year = {2019},
url = {http://arxiv.org/abs/1911.02469},
eprinttype = {arXiv},
eprint = {1911.02469},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01603,
author = {Danijar Hafner and
Timothy P. Lillicrap and
Jimmy Ba and
Mohammad Norouzi},
title = {Dream to Control: Learning Behaviors by Latent Imagination},
journal = {CoRR},
volume = {abs/1912.01603},
year = {2019},
url = {http://arxiv.org/abs/1912.01603},
eprinttype = {arXiv},
eprint = {1912.01603},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03207,
author = {Timothy Jeruzalski and
Boyang Deng and
Mohammad Norouzi and
John P. Lewis and
Geoffrey E. Hinton and
Andrea Tagliasacchi},
title = {{NASA:} Neural Articulated Shape Approximation},
journal = {CoRR},
volume = {abs/1912.03207},
year = {2019},
url = {http://arxiv.org/abs/1912.03207},
eprinttype = {arXiv},
eprint = {1912.03207},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03263,
author = {Will Grathwohl and
Kuan{-}Chieh Wang and
J{\"{o}}rn{-}Henrik Jacobsen and
David Duvenaud and
Mohammad Norouzi and
Kevin Swersky},
title = {Your Classifier is Secretly an Energy Based Model and You Should Treat
it Like One},
journal = {CoRR},
volume = {abs/1912.03263},
year = {2019},
url = {http://arxiv.org/abs/1912.03263},
eprinttype = {arXiv},
eprint = {1912.03263},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/HeHN18,
author = {Xuanli He and
Gholamreza Haffari and
Mohammad Norouzi},
editor = {Anna Korhonen and
Ivan Titov},
title = {Sequence to Sequence Mixture Model for Diverse Machine Translation},
booktitle = {Proceedings of the 22nd Conference on Computational Natural Language
Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1,
2018},
pages = {583--592},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/k18-1056},
doi = {10.18653/V1/K18-1056},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/HeHN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/FordD0D18,
author = {Nicolas Ford and
Daniel Duckworth and
Mohammad Norouzi and
George E. Dahl},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {The Importance of Generation Order in Language Modeling},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {2942--2946},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1324},
doi = {10.18653/V1/D18-1324},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/FordD0D18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Nachum0XS18,
author = {Ofir Nachum and
Mohammad Norouzi and
Kelvin Xu and
Dale Schuurmans},
title = {Trust-PCL: An Off-Policy Trust Region Method for Continuous Control},
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=HyrCWeWCb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Nachum0XS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YuDLZ00L18,
author = {Adams Wei Yu and
David Dohan and
Minh{-}Thang Luong and
Rui Zhao and
Kai Chen and
Mohammad Norouzi and
Quoc V. Le},
title = {QANet: Combining Local Convolution with Global Self-Attention for
Reading Comprehension},
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=B14TlG-RW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YuDLZ00L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Nachum0TS18,
author = {Ofir Nachum and
Mohammad Norouzi and
George Tucker and
Dale Schuurmans},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Smoothed Action Value Functions for Learning Gaussian Policies},
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 = {3689--3697},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/nachum18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/Nachum0TS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuwajanakornSTN18,
author = {Supasorn Suwajanakorn and
Noah Snavely and
Jonathan Tompson and
Mohammad Norouzi},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {2063--2074},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/24146db4eb48c718b84cae0a0799dcfc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SuwajanakornSTN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiangNBLL18,
author = {Chen Liang and
Mohammad Norouzi and
Jonathan Berant and
Quoc V. Le and
Ni Lao},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Memory Augmented Policy Optimization for Program Synthesis and Semantic
Parsing},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {10015--10027},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/f4e369c0a468d3aeeda0593ba90b5e55-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiangNBLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/textgraphs/DhingraSNDD18,
author = {Bhuwan Dhingra and
Christopher J. Shallue and
Mohammad Norouzi and
Andrew M. Dai and
George E. Dahl},
editor = {Goran Glavas and
Swapna Somasundaran and
Martin Riedl and
Eduard H. Hovy},
title = {Embedding Text in Hyperbolic Spaces},
booktitle = {Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural
Language Processing, TextGraphs@NAACL-HLT 2018, New Orleans, Louisiana,
USA, June 6, 2018},
pages = {59--69},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/w18-1708},
doi = {10.18653/V1/W18-1708},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/textgraphs/DhingraSNDD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-03526,
author = {Daniel A. Abolafia and
Mohammad Norouzi and
Quoc V. Le},
title = {Neural Program Synthesis with Priority Queue Training},
journal = {CoRR},
volume = {abs/1801.03526},
year = {2018},
url = {http://arxiv.org/abs/1801.03526},
eprinttype = {arXiv},
eprint = {1801.03526},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-03526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02348,
author = {Ofir Nachum and
Mohammad Norouzi and
George Tucker and
Dale Schuurmans},
title = {Smoothed Action Value Functions for Learning Gaussian Policies},
journal = {CoRR},
volume = {abs/1803.02348},
year = {2018},
url = {http://arxiv.org/abs/1803.02348},
eprinttype = {arXiv},
eprint = {1803.02348},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09541,
author = {Adams Wei Yu and
David Dohan and
Minh{-}Thang Luong and
Rui Zhao and
Kai Chen and
Mohammad Norouzi and
Quoc V. Le},
title = {QANet: Combining Local Convolution with Global Self-Attention for
Reading Comprehension},
journal = {CoRR},
volume = {abs/1804.09541},
year = {2018},
url = {http://arxiv.org/abs/1804.09541},
eprinttype = {arXiv},
eprint = {1804.09541},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10255,
author = {Manoj Kumar and
George E. Dahl and
Vijay Vasudevan and
Mohammad Norouzi},
title = {Parallel Architecture and Hyperparameter Search via Successive Halving
and Classification},
journal = {CoRR},
volume = {abs/1805.10255},
year = {2018},
url = {http://arxiv.org/abs/1805.10255},
eprinttype = {arXiv},
eprint = {1805.10255},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04313,
author = {Bhuwan Dhingra and
Christopher J. Shallue and
Mohammad Norouzi and
Andrew M. Dai and
George E. Dahl},
title = {Embedding Text in Hyperbolic Spaces},
journal = {CoRR},
volume = {abs/1806.04313},
year = {2018},
url = {http://arxiv.org/abs/1806.04313},
eprinttype = {arXiv},
eprint = {1806.04313},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02322,
author = {Chen Liang and
Mohammad Norouzi and
Jonathan Berant and
Quoc V. Le and
Ni Lao},
title = {Memory Augmented Policy Optimization for Program Synthesis with Generalization},
journal = {CoRR},
volume = {abs/1807.02322},
year = {2018},
url = {http://arxiv.org/abs/1807.02322},
eprinttype = {arXiv},
eprint = {1807.02322},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-02322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03146,
author = {Supasorn Suwajanakorn and
Noah Snavely and
Jonathan Tompson and
Mohammad Norouzi},
title = {Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning},
journal = {CoRR},
volume = {abs/1807.03146},
year = {2018},
url = {http://arxiv.org/abs/1807.03146},
eprinttype = {arXiv},
eprint = {1807.03146},
timestamp = {Mon, 17 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-07910,
author = {Nicolas Ford and
Daniel Duckworth and
Mohammad Norouzi and
George E. Dahl},
title = {The Importance of Generation Order in Language Modeling},
journal = {CoRR},
volume = {abs/1808.07910},
year = {2018},
url = {http://arxiv.org/abs/1808.07910},
eprinttype = {arXiv},
eprint = {1808.07910},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-07910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01398,
author = {Sara Sabour and
William Chan and
Mohammad Norouzi},
title = {Optimal Completion Distillation for Sequence Learning},
journal = {CoRR},
volume = {abs/1810.01398},
year = {2018},
url = {http://arxiv.org/abs/1810.01398},
eprinttype = {arXiv},
eprint = {1810.01398},
timestamp = {Mon, 17 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07391,
author = {Xuanli He and
Gholamreza Haffari and
Mohammad Norouzi},
title = {Sequence to Sequence Mixture Model for Diverse Machine Translation},
journal = {CoRR},
volume = {abs/1810.07391},
year = {2018},
url = {http://arxiv.org/abs/1810.07391},
eprinttype = {arXiv},
eprint = {1810.07391},
timestamp = {Mon, 17 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01483,
author = {Jongwook Choi and
Yijie Guo and
Marcin Moczulski and
Junhyuk Oh and
Neal Wu and
Mohammad Norouzi and
Honglak Lee},
title = {Contingency-Aware Exploration in Reinforcement Learning},
journal = {CoRR},
volume = {abs/1811.01483},
year = {2018},
url = {http://arxiv.org/abs/1811.01483},
eprinttype = {arXiv},
eprint = {1811.01483},
timestamp = {Mon, 17 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11214,
author = {Zafarali Ahmed and
Nicolas Le Roux and
Mohammad Norouzi and
Dale Schuurmans},
title = {Understanding the impact of entropy on policy optimization},
journal = {CoRR},
volume = {abs/1811.11214},
year = {2018},
url = {http://arxiv.org/abs/1811.11214},
eprinttype = {arXiv},
eprint = {1811.11214},
timestamp = {Sun, 02 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-11214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/GuadarramaDBS0017,
author = {Sergio Guadarrama and
Ryan Dahl and
David Bieber and
Jonathon Shlens and
Mohammad Norouzi and
Kevin Murphy},
title = {PixColor: Pixel Recursive Colorization},
booktitle = {British Machine Vision Conference 2017, {BMVC} 2017, London, UK, September
4-7, 2017},
publisher = {{BMVA} Press},
year = {2017},
url = {https://www.dropbox.com/s/wmnk861irndf8xe/0447.pdf},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/GuadarramaDBS0017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/DahlNS17,
author = {Ryan Dahl and
Mohammad Norouzi and
Jonathon Shlens},
title = {Pixel Recursive Super Resolution},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {5449--5458},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.581},
doi = {10.1109/ICCV.2017.581},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/DahlNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BelloPL0B17,
author = {Irwan Bello and
Hieu Pham and
Quoc V. Le and
Mohammad Norouzi and
Samy Bengio},
title = {Neural Combinatorial Optimization with Reinforcement Learning},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=Bk9mxlSFx},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/BelloPL0B17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Nachum0S17,
author = {Ofir Nachum and
Mohammad Norouzi and
Dale Schuurmans},
title = {Improving Policy Gradient by Exploring Under-appreciated Rewards},
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=ryT4pvqll},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Nachum0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/EngelRRDNES17,
author = {Jesse H. Engel and
Cinjon Resnick and
Adam Roberts and
Sander Dieleman and
Mohammad Norouzi and
Douglas Eck and
Karen Simonyan},
editor = {Doina Precup and
Yee Whye Teh},
title = {Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders},
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 = {1068--1077},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/engel17a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/EngelRRDNES17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GygliNA17,
author = {Michael Gygli and
Mohammad Norouzi and
Anelia Angelova},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Value Networks Learn to Evaluate and Iteratively Refine Structured
Outputs},
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 = {1341--1351},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gygli17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GygliNA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MirhoseiniPLSLZ17,
author = {Azalia Mirhoseini and
Hieu Pham and
Quoc V. Le and
Benoit Steiner and
Rasmus Larsen and
Yuefeng Zhou and
Naveen Kumar and
Mohammad Norouzi and
Samy Bengio and
Jeff Dean},
editor = {Doina Precup and
Yee Whye Teh},
title = {Device Placement Optimization with Reinforcement Learning},
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 = {2430--2439},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mirhoseini17a.html},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MirhoseiniPLSLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NachumNXS17,
author = {Ofir Nachum and
Mohammad Norouzi and
Kelvin Xu and
Dale Schuurmans},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Bridging the Gap Between Value and Policy Based Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {2775--2785},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/facf9f743b083008a894eee7baa16469-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/NachumNXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaddisonLTHNMDT17,
author = {Chris J. Maddison and
Dieterich Lawson and
George Tucker and
Nicolas Heess and
Mohammad Norouzi and
Andriy Mnih and
Arnaud Doucet and
Yee Whye Teh},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Filtering Variational Objectives},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6573--6583},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/fa84632d742f2729dc32ce8cb5d49733-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MaddisonLTHNMDT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DahlNS17,
author = {Ryan Dahl and
Mohammad Norouzi and
Jonathon Shlens},
title = {Pixel Recursive Super Resolution},
journal = {CoRR},
volume = {abs/1702.00783},
year = {2017},
url = {http://arxiv.org/abs/1702.00783},
eprinttype = {arXiv},
eprint = {1702.00783},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DahlNS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NachumNXS17,
author = {Ofir Nachum and
Mohammad Norouzi and
Kelvin Xu and
Dale Schuurmans},
title = {Bridging the Gap Between Value and Policy Based Reinforcement Learning},
journal = {CoRR},
volume = {abs/1702.08892},
year = {2017},
url = {http://arxiv.org/abs/1702.08892},
eprinttype = {arXiv},
eprint = {1702.08892},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NachumNXS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuGNDKBVTNCHPS17,
author = {Yun Liu and
Krishna Gadepalli and
Mohammad Norouzi and
George E. Dahl and
Timo Kohlberger and
Aleksey Boyko and
Subhashini Venugopalan and
Aleksei Timofeev and
Philip Q. Nelson and
Gregory S. Corrado and
Jason D. Hipp and
Lily Peng and
Martin C. Stumpe},
title = {Detecting Cancer Metastases on Gigapixel Pathology Images},
journal = {CoRR},
volume = {abs/1703.02442},
year = {2017},
url = {http://arxiv.org/abs/1703.02442},
eprinttype = {arXiv},
eprint = {1703.02442},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiuGNDKBVTNCHPS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GygliNA17,
author = {Michael Gygli and
Mohammad Norouzi and
Anelia Angelova},
title = {Deep Value Networks Learn to Evaluate and Iteratively Refine Structured
Outputs},
journal = {CoRR},
volume = {abs/1703.04363},
year = {2017},
url = {http://arxiv.org/abs/1703.04363},
eprinttype = {arXiv},
eprint = {1703.04363},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GygliNA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChelbaNB17,
author = {Ciprian Chelba and
Mohammad Norouzi and
Samy Bengio},
title = {N-gram Language Modeling using Recurrent Neural Network Estimation},
journal = {CoRR},
volume = {abs/1703.10724},
year = {2017},
url = {http://arxiv.org/abs/1703.10724},
eprinttype = {arXiv},
eprint = {1703.10724},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChelbaNB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EngelRRDESN17,
author = {Jesse H. Engel and
Cinjon Resnick and
Adam Roberts and
Sander Dieleman and
Douglas Eck and
Karen Simonyan and
Mohammad Norouzi},
title = {Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders},
journal = {CoRR},
volume = {abs/1704.01279},
year = {2017},
url = {http://arxiv.org/abs/1704.01279},
eprinttype = {arXiv},
eprint = {1704.01279},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EngelRRDESN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuadarramaDBNS017,
author = {Sergio Guadarrama and
Ryan Dahl and
David Bieber and
Mohammad Norouzi and
Jonathon Shlens and
Kevin Murphy},
title = {PixColor: Pixel Recursive Colorization},
journal = {CoRR},
volume = {abs/1705.07208},
year = {2017},
url = {http://arxiv.org/abs/1705.07208},
eprinttype = {arXiv},
eprint = {1705.07208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuadarramaDBNS017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaddisonLTHNMDT17,
author = {Chris J. Maddison and
Dieterich Lawson and
George Tucker and
Nicolas Heess and
Mohammad Norouzi and
Andriy Mnih and
Arnaud Doucet and
Yee Whye Teh},
title = {Filtering Variational Objectives},
journal = {CoRR},
volume = {abs/1705.09279},
year = {2017},
url = {http://arxiv.org/abs/1705.09279},
eprinttype = {arXiv},
eprint = {1705.09279},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaddisonLTHNMDT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirhoseiniPLSLZ17,
author = {Azalia Mirhoseini and
Hieu Pham and
Quoc V. Le and
Benoit Steiner and
Rasmus Larsen and
Yuefeng Zhou and
Naveen Kumar and
Mohammad Norouzi and
Samy Bengio and
Jeff Dean},
title = {Device Placement Optimization with Reinforcement Learning},
journal = {CoRR},
volume = {abs/1706.04972},
year = {2017},
url = {http://arxiv.org/abs/1706.04972},
eprinttype = {arXiv},
eprint = {1706.04972},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MirhoseiniPLSLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NachumNXS17aa,
author = {Ofir Nachum and
Mohammad Norouzi and
Kelvin Xu and
Dale Schuurmans},
title = {Trust-PCL: An Off-Policy Trust Region Method for Continuous Control},
journal = {CoRR},
volume = {abs/1707.01891},
year = {2017},
url = {http://arxiv.org/abs/1707.01891},
eprinttype = {arXiv},
eprint = {1707.01891},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NachumNXS17aa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ca/Norouzi16,
author = {Mohammad Norouzi},
title = {Compact Discrete Representations for Scalable Similarity Search},
school = {University of Toronto, Canada},
year = {2016},
url = {http://hdl.handle.net/1807/73095},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ca/Norouzi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NorouziBCJSWS16,
author = {Mohammad Norouzi and
Samy Bengio and
Zhifeng Chen and
Navdeep Jaitly and
Mike Schuster and
Yonghui Wu and
Dale Schuurmans},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Reward Augmented Maximum Likelihood for Neural Structured Prediction},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1723--1731},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/2f885d0fbe2e131bfc9d98363e55d1d4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NorouziBCJSWS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NorouziBCJSWS16,
author = {Mohammad Norouzi and
Samy Bengio and
Zhifeng Chen and
Navdeep Jaitly and
Mike Schuster and
Yonghui Wu and
Dale Schuurmans},
title = {Reward Augmented Maximum Likelihood for Neural Structured Prediction},
journal = {CoRR},
volume = {abs/1609.00150},
year = {2016},
url = {http://arxiv.org/abs/1609.00150},
eprinttype = {arXiv},
eprint = {1609.00150},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NorouziBCJSWS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuSCLNMKCGMKSJL16,
author = {Yonghui Wu and
Mike Schuster and
Zhifeng Chen and
Quoc V. Le and
Mohammad Norouzi and
Wolfgang Macherey and
Maxim Krikun and
Yuan Cao and
Qin Gao and
Klaus Macherey and
Jeff Klingner and
Apurva Shah and
Melvin Johnson and
Xiaobing Liu and
Lukasz Kaiser and
Stephan Gouws and
Yoshikiyo Kato and
Taku Kudo and
Hideto Kazawa and
Keith Stevens and
George Kurian and
Nishant Patil and
Wei Wang and
Cliff Young and
Jason Smith and
Jason Riesa and
Alex Rudnick and
Oriol Vinyals and
Greg Corrado and
Macduff Hughes and
Jeffrey Dean},
title = {Google's Neural Machine Translation System: Bridging the Gap between
Human and Machine Translation},
journal = {CoRR},
volume = {abs/1609.08144},
year = {2016},
url = {http://arxiv.org/abs/1609.08144},
eprinttype = {arXiv},
eprint = {1609.08144},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WuSCLNMKCGMKSJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NachumNS16,
author = {Ofir Nachum and
Mohammad Norouzi and
Dale Schuurmans},
title = {Improving Policy Gradient by Exploring Under-appreciated Rewards},
journal = {CoRR},
volume = {abs/1611.09321},
year = {2016},
url = {http://arxiv.org/abs/1611.09321},
eprinttype = {arXiv},
eprint = {1611.09321},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NachumNS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BelloPLNB16,
author = {Irwan Bello and
Hieu Pham and
Quoc V. Le and
Mohammad Norouzi and
Samy Bengio},
title = {Neural Combinatorial Optimization with Reinforcement Learning},
journal = {CoRR},
volume = {abs/1611.09940},
year = {2016},
url = {http://arxiv.org/abs/1611.09940},
eprinttype = {arXiv},
eprint = {1611.09940},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BelloPLNB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NorouziCJFK15,
author = {Mohammad Norouzi and
Maxwell D. Collins and
Matthew Johnson and
David J. Fleet and
Pushmeet Kohli},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Efficient Non-greedy Optimization of Decision Trees},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1729--1737},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/1579779b98ce9edb98dd85606f2c119d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NorouziCJFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002CFK15,
author = {Mohammad Norouzi and
Maxwell D. Collins and
David J. Fleet and
Pushmeet Kohli},
title = {{CO2} Forest: Improved Random Forest by Continuous Optimization of
Oblique Splits},
journal = {CoRR},
volume = {abs/1506.06155},
year = {2015},
url = {http://arxiv.org/abs/1506.06155},
eprinttype = {arXiv},
eprint = {1506.06155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002CFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002CJFK15,
author = {Mohammad Norouzi and
Maxwell D. Collins and
Matthew Johnson and
David J. Fleet and
Pushmeet Kohli},
title = {Efficient non-greedy optimization of decision trees},
journal = {CoRR},
volume = {abs/1511.04056},
year = {2015},
url = {http://arxiv.org/abs/1511.04056},
eprinttype = {arXiv},
eprint = {1511.04056},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002CJFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/0002PF14,
author = {Mohammad Norouzi and
Ali Punjani and
David J. Fleet},
title = {Fast Exact Search in Hamming Space With Multi-Index Hashing},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {6},
pages = {1107--1119},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.231},
doi = {10.1109/TPAMI.2013.231},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/0002PF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/NorouziMBSSFCD13,
author = {Mohammad Norouzi and
Tom{\'{a}}s Mikolov and
Samy Bengio and
Yoram Singer and
Jonathon Shlens and
Andrea Frome and
Greg Corrado and
Jeffrey Dean},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Zero-Shot Learning by Convex Combination of Semantic Embeddings},
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/1312.5650},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/NorouziMBSSFCD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0002F13,
author = {Mohammad Norouzi and
David J. Fleet},
title = {Cartesian K-Means},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {3017--3024},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.388},
doi = {10.1109/CVPR.2013.388},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/0002F13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002PF13,
author = {Mohammad Norouzi and
Ali Punjani and
David J. Fleet},
title = {Fast Exact Search in Hamming Space with Multi-Index Hashing},
journal = {CoRR},
volume = {abs/1307.2982},
year = {2013},
url = {http://arxiv.org/abs/1307.2982},
eprinttype = {arXiv},
eprint = {1307.2982},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002PF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NorouziPF12,
author = {Mohammad Norouzi and
Ali Punjani and
David J. Fleet},
title = {Fast search in Hamming space with multi-index hashing},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {3108--3115},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6248043},
doi = {10.1109/CVPR.2012.6248043},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NorouziPF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002FS12,
author = {Mohammad Norouzi and
David J. Fleet and
Ruslan Salakhutdinov},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Hamming Distance Metric Learning},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1070--1078},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/59b90e1005a220e2ebc542eb9d950b1e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/0002FS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NorouziF11,
author = {Mohammad Norouzi and
David J. Fleet},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Minimal Loss Hashing for Compact Binary Codes},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {353--360},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/246\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NorouziF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NorouziRM09,
author = {Mohammad Norouzi and
Mani Ranjbar and
Greg Mori},
title = {Stacks of convolutional Restricted Boltzmann Machines for shift-invariant
feature learning},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {2735--2742},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206577},
doi = {10.1109/CVPR.2009.5206577},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NorouziRM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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