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ORCIDBibTeX records: Hossein Mobahi
@article{DBLP:journals/corr/abs-2401-10809,
author = {Yann N. Dauphin and
Atish Agarwala and
Hossein Mobahi},
title = {Neglected Hessian component explains mysteries in Sharpness regularization},
journal = {CoRR},
volume = {abs/2401.10809},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10809},
doi = {10.48550/ARXIV.2401.10809},
eprinttype = {arXiv},
eprint = {2401.10809},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HuhMZCAI23,
author = {Minyoung Huh and
Hossein Mobahi and
Richard Zhang and
Brian Cheung and
Pulkit Agrawal and
Phillip Isola},
title = {The Low-Rank Simplicity Bias in Deep Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=bCiNWDmlY2},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HuhMZCAI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AndriushchenkoB23,
author = {Maksym Andriushchenko and
Dara Bahri and
Hossein Mobahi and
Nicolas Flammarion},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Sharpness-Aware Minimization Leads to Low-Rank Features},
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/92dd1adab39f362046f99dfe3c39d90f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AndriushchenkoB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NagarajanMBMK23,
author = {Vaishnavh Nagarajan and
Aditya Krishna Menon and
Srinadh Bhojanapalli and
Hossein Mobahi and
Sanjiv Kumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {On student-teacher deviations in distillation: does it pay to disobey?},
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/12d286282e1be5431ea05262a21f415c-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NagarajanMBMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12923,
author = {Vaishnavh Nagarajan and
Aditya Krishna Menon and
Srinadh Bhojanapalli and
Hossein Mobahi and
Sanjiv Kumar},
title = {On student-teacher deviations in distillation: does it pay to disobey?},
journal = {CoRR},
volume = {abs/2301.12923},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12923},
doi = {10.48550/ARXIV.2301.12923},
eprinttype = {arXiv},
eprint = {2301.12923},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16292,
author = {Maksym Andriushchenko and
Dara Bahri and
Hossein Mobahi and
Nicolas Flammarion},
title = {Sharpness-Aware Minimization Leads to Low-Rank Features},
journal = {CoRR},
volume = {abs/2305.16292},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16292},
doi = {10.48550/ARXIV.2305.16292},
eprinttype = {arXiv},
eprint = {2305.16292},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16228,
author = {Katherine L. Hermann and
Hossein Mobahi and
Thomas Fel and
Michael C. Mozer},
title = {On the Foundations of Shortcut Learning},
journal = {CoRR},
volume = {abs/2310.16228},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16228},
doi = {10.48550/ARXIV.2310.16228},
eprinttype = {arXiv},
eprint = {2310.16228},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/BahriMT22,
author = {Dara Bahri and
Hossein Mobahi and
Yi Tay},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Sharpness-Aware Minimization Improves Language Model Generalization},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {7360--7371},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.508},
doi = {10.18653/V1/2022.ACL-LONG.508},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BahriMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ForetKMN21,
author = {Pierre Foret and
Ariel Kleiner and
Hossein Mobahi and
Behnam Neyshabur},
title = {Sharpness-aware Minimization for Efficiently Improving Generalization},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=6Tm1mposlrM},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ForetKMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YunKM21,
author = {Chulhee Yun and
Shankar Krishnan and
Hossein Mobahi},
title = {A unifying view on implicit bias in training linear neural networks},
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=ZsZM-4iMQkH},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YunKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10427,
author = {Minyoung Huh and
Hossein Mobahi and
Richard Zhang and
Brian Cheung and
Pulkit Agrawal and
Phillip Isola},
title = {The Low-Rank Simplicity Bias in Deep Networks},
journal = {CoRR},
volume = {abs/2103.10427},
year = {2021},
url = {https://arxiv.org/abs/2103.10427},
eprinttype = {arXiv},
eprint = {2103.10427},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08529,
author = {Dara Bahri and
Hossein Mobahi and
Yi Tay},
title = {Sharpness-Aware Minimization Improves Language Model Generalization},
journal = {CoRR},
volume = {abs/2110.08529},
year = {2021},
url = {https://arxiv.org/abs/2110.08529},
eprinttype = {arXiv},
eprint = {2110.08529},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiangNMKB20,
author = {Yiding Jiang and
Behnam Neyshabur and
Hossein Mobahi and
Dilip Krishnan and
Samy Bengio},
title = {Fantastic Generalization Measures and Where to Find Them},
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=SJgIPJBFvH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiangNMKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangNSAKSL0DGG20,
author = {Yiding Jiang and
Parth Natekar and
Manik Sharma and
Sumukh K. Aithal and
Dhruva Kashyap and
Natarajan Subramanyam and
Carlos Lassance and
Daniel M. Roy and
Gintare Karolina Dziugaite and
Suriya Gunasekar and
Isabelle Guyon and
Pierre Foret and
Scott Yak and
Hossein Mobahi and
Behnam Neyshabur and
Samy Bengio},
editor = {Hugo Jair Escalante and
Katja Hofmann},
title = {Methods and Analysis of The First Competition in Predicting Generalization
of Deep Learning},
booktitle = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
Virtual Event / Vancouver, BC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {133},
pages = {170--190},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v133/jiang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JiangNSAKSL0DGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MobahiFB20,
author = {Hossein Mobahi and
Mehrdad Farajtabar and
Peter L. Bartlett},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Self-Distillation Amplifies Regularization in Hilbert Space},
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/2288f691b58edecadcc9a8691762b4fd-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MobahiFB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05715,
author = {Hossein Mobahi and
Mehrdad Farajtabar and
Peter L. Bartlett},
title = {Self-Distillation Amplifies Regularization in Hilbert Space},
journal = {CoRR},
volume = {abs/2002.05715},
year = {2020},
url = {https://arxiv.org/abs/2002.05715},
eprinttype = {arXiv},
eprint = {2002.05715},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01412,
author = {Pierre Foret and
Ariel Kleiner and
Hossein Mobahi and
Behnam Neyshabur},
title = {Sharpness-Aware Minimization for Efficiently Improving Generalization},
journal = {CoRR},
volume = {abs/2010.01412},
year = {2020},
url = {https://arxiv.org/abs/2010.01412},
eprinttype = {arXiv},
eprint = {2010.01412},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02501,
author = {Chulhee Yun and
Shankar Krishnan and
Hossein Mobahi},
title = {A Unifying View on Implicit Bias in Training Linear Neural Networks},
journal = {CoRR},
volume = {abs/2010.02501},
year = {2020},
url = {https://arxiv.org/abs/2010.02501},
eprinttype = {arXiv},
eprint = {2010.02501},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03010,
author = {Calvin Luo and
Hossein Mobahi and
Samy Bengio},
title = {Data Augmentation via Structured Adversarial Perturbations},
journal = {CoRR},
volume = {abs/2011.03010},
year = {2020},
url = {https://arxiv.org/abs/2011.03010},
eprinttype = {arXiv},
eprint = {2011.03010},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07976,
author = {Yiding Jiang and
Pierre Foret and
Scott Yak and
Daniel M. Roy and
Hossein Mobahi and
Gintare Karolina Dziugaite and
Samy Bengio and
Suriya Gunasekar and
Isabelle Guyon and
Behnam Neyshabur},
title = {NeurIPS 2020 Competition: Predicting Generalization in Deep Learning},
journal = {CoRR},
volume = {abs/2012.07976},
year = {2020},
url = {https://arxiv.org/abs/2012.07976},
eprinttype = {arXiv},
eprint = {2012.07976},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiangKMB19,
author = {Yiding Jiang and
Dilip Krishnan and
Hossein Mobahi and
Samy Bengio},
title = {Predicting the Generalization Gap in Deep Networks with Margin Distributions},
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=HJlQfnCqKX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiangKMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11409,
author = {Vighnesh Birodkar and
Hossein Mobahi and
Samy Bengio},
title = {Semantic Redundancies in Image-Classification Datasets: The 10{\%}
You Don't Need},
journal = {CoRR},
volume = {abs/1901.11409},
year = {2019},
url = {http://arxiv.org/abs/1901.11409},
eprinttype = {arXiv},
eprint = {1901.11409},
timestamp = {Mon, 04 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-11409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03808,
author = {Vighnesh Birodkar and
Hossein Mobahi and
Dilip Krishnan and
Samy Bengio},
title = {A Closed-Form Learned Pooling for Deep Classification Networks},
journal = {CoRR},
volume = {abs/1906.03808},
year = {2019},
url = {http://arxiv.org/abs/1906.03808},
eprinttype = {arXiv},
eprint = {1906.03808},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02178,
author = {Yiding Jiang and
Behnam Neyshabur and
Hossein Mobahi and
Dilip Krishnan and
Samy Bengio},
title = {Fantastic Generalization Measures and Where to Find Them},
journal = {CoRR},
volume = {abs/1912.02178},
year = {2019},
url = {http://arxiv.org/abs/1912.02178},
eprinttype = {arXiv},
eprint = {1912.02178},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ElsayedKMRB18,
author = {Gamaleldin F. Elsayed and
Dilip Krishnan and
Hossein Mobahi and
Kevin Regan and
Samy Bengio},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Large Margin Deep Networks for Classification},
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 = {850--860},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/42998cf32d552343bc8e460416382dca-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ElsayedKMRB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05598,
author = {Gamaleldin F. Elsayed and
Dilip Krishnan and
Hossein Mobahi and
Kevin Regan and
Samy Bengio},
title = {Large Margin Deep Networks for Classification},
journal = {CoRR},
volume = {abs/1803.05598},
year = {2018},
url = {http://arxiv.org/abs/1803.05598},
eprinttype = {arXiv},
eprint = {1803.05598},
timestamp = {Thu, 18 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00113,
author = {Yiding Jiang and
Dilip Krishnan and
Hossein Mobahi and
Samy Bengio},
title = {Predicting the Generalization Gap in Deep Networks with Margin Distributions},
journal = {CoRR},
volume = {abs/1810.00113},
year = {2018},
url = {http://arxiv.org/abs/1810.00113},
eprinttype = {arXiv},
eprint = {1810.00113},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/AnandkumarD0M17,
author = {Anima Anandkumar and
Yuan Deng and
Rong Ge and
Hossein Mobahi},
editor = {Satyen Kale and
Ohad Shamir},
title = {Homotopy Analysis for Tensor {PCA}},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {79--104},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/anandkumar17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/AnandkumarD0M17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Mobahi16,
author = {Hossein Mobahi},
title = {Training Recurrent Neural Networks by Diffusion},
journal = {CoRR},
volume = {abs/1601.04114},
year = {2016},
url = {http://arxiv.org/abs/1601.04114},
eprinttype = {arXiv},
eprint = {1601.04114},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Mobahi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MobahiS16,
author = {Hossein Mobahi and
Stefano Soatto},
title = {A Theory of Local Matching: {SIFT} and Beyond},
journal = {CoRR},
volume = {abs/1601.05116},
year = {2016},
url = {http://arxiv.org/abs/1601.05116},
eprinttype = {arXiv},
eprint = {1601.05116},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MobahiS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AnandkumarDGM16,
author = {Anima Anandkumar and
Yuan Deng and
Rong Ge and
Hossein Mobahi},
title = {Homotopy Method for Tensor Principal Component Analysis},
journal = {CoRR},
volume = {abs/1610.09322},
year = {2016},
url = {http://arxiv.org/abs/1610.09322},
eprinttype = {arXiv},
eprint = {1610.09322},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AnandkumarDGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MobahiF15,
author = {Hossein Mobahi and
John W. Fisher III},
editor = {Blai Bonet and
Sven Koenig},
title = {A Theoretical Analysis of Optimization by Gaussian Continuation},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1205--1211},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9356},
doi = {10.1609/AAAI.V29I1.9356},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MobahiF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/XueMDF15,
author = {Tianfan Xue and
Hossein Mobahi and
Fr{\'{e}}do Durand and
William T. Freeman},
title = {The aperture problem for refractive motion},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {3386--3394},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298960},
doi = {10.1109/CVPR.2015.7298960},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/XueMDF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FrognerZMAP15,
author = {Charlie Frogner and
Chiyuan Zhang and
Hossein Mobahi and
Mauricio Araya{-}Polo and
Tomaso A. Poggio},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Learning with a Wasserstein Loss},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2053--2061},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/a9eb812238f753132652ae09963a05e9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FrognerZMAP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FrognerZMAP15,
author = {Charlie Frogner and
Chiyuan Zhang and
Hossein Mobahi and
Mauricio Araya{-}Polo and
Tomaso A. Poggio},
title = {Learning with a Wasserstein Loss},
journal = {CoRR},
volume = {abs/1506.05439},
year = {2015},
url = {http://arxiv.org/abs/1506.05439},
eprinttype = {arXiv},
eprint = {1506.05439},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FrognerZMAP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MobahiLF14,
author = {Hossein Mobahi and
Ce Liu and
William T. Freeman},
title = {A Compositional Model for Low-Dimensional Image Set Representation},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {1322--1329},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.172},
doi = {10.1109/CVPR.2014.172},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/MobahiLF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/MobahiF14,
author = {Hossein Mobahi and
John W. Fisher III},
editor = {Xue{-}Cheng Tai and
Egil Bae and
Tony F. Chan and
Marius Lysaker},
title = {On the Link between Gaussian Homotopy Continuation and Convex Envelopes},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition
- 10th International Conference, {EMMCVPR} 2015, Hong Kong, China,
January 13-16, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8932},
pages = {43--56},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-14612-6\_4},
doi = {10.1007/978-3-319-14612-6\_4},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/MobahiF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/MobahiF14a,
author = {Hossein Mobahi and
John W. Fisher III},
editor = {Xue{-}Cheng Tai and
Egil Bae and
Tony F. Chan and
Marius Lysaker},
title = {Coarse-to-Fine Minimization of Some Common Nonconvexities},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition
- 10th International Conference, {EMMCVPR} 2015, Hong Kong, China,
January 13-16, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8932},
pages = {71--84},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-14612-6\_6},
doi = {10.1007/978-3-319-14612-6\_6},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/MobahiF14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Mobahi12,
author = {Hossein Mobahi},
title = {Optimization by Gaussian smoothing with application to geometric alignment},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {2012},
url = {https://hdl.handle.net/2142/42330},
timestamp = {Fri, 13 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Mobahi12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WagnerWGZMM12,
author = {Andrew Wagner and
John Wright and
Arvind Ganesh and
Zihan Zhou and
Hossein Mobahi and
Yi Ma},
title = {Toward a Practical Face Recognition System: Robust Alignment and Illumination
by Sparse Representation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {2},
pages = {372--386},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.112},
doi = {10.1109/TPAMI.2011.112},
timestamp = {Mon, 17 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/WagnerWGZMM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MobahiZM12,
author = {Hossein Mobahi and
C. Lawrence Zitnick and
Yi Ma},
title = {Seeing through the blur},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {1736--1743},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247869},
doi = {10.1109/CVPR.2012.6247869},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/MobahiZM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/WestonRMC12,
author = {Jason Weston and
Fr{\'{e}}d{\'{e}}ric Ratle and
Hossein Mobahi and
Ronan Collobert},
editor = {Gr{\'{e}}goire Montavon and
Genevieve B. Orr and
Klaus{-}Robert M{\"{u}}ller},
title = {Deep Learning via Semi-supervised Embedding},
booktitle = {Neural Networks: Tricks of the Trade - Second Edition},
series = {Lecture Notes in Computer Science},
volume = {7700},
pages = {639--655},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35289-8\_34},
doi = {10.1007/978-3-642-35289-8\_34},
timestamp = {Wed, 25 Sep 2019 17:41:07 +0200},
biburl = {https://dblp.org/rec/series/lncs/WestonRMC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/MobahiRYSM11,
author = {Hossein Mobahi and
Shankar R. Rao and
Allen Y. Yang and
Shankar S. Sastry and
Yi Ma},
title = {Segmentation of Natural Images by Texture and Boundary Compression},
journal = {Int. J. Comput. Vis.},
volume = {95},
number = {1},
pages = {86--98},
year = {2011},
url = {https://doi.org/10.1007/s11263-011-0444-0},
doi = {10.1007/S11263-011-0444-0},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/MobahiRYSM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/MobahiZYM11,
author = {Hossein Mobahi and
Zihan Zhou and
Allen Y. Yang and
Yi Ma},
title = {Holistic 3D reconstruction of urban structures from low-rank textures},
booktitle = {{IEEE} International Conference on Computer Vision Workshops, {ICCV}
2011 Workshops, Barcelona, Spain, November 6-13, 2011},
pages = {593--600},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCVW.2011.6130297},
doi = {10.1109/ICCVW.2011.6130297},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/MobahiZYM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-3679,
author = {Hossein Mobahi and
Shankar R. Rao and
Allen Y. Yang and
S. Shankar Sastry and
Yi Ma},
title = {Segmentation of Natural Images by Texture and Boundary Compression},
journal = {CoRR},
volume = {abs/1006.3679},
year = {2010},
url = {http://arxiv.org/abs/1006.3679},
eprinttype = {arXiv},
eprint = {1006.3679},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-3679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/MobahiRM09,
author = {Hossein Mobahi and
Shankar R. Rao and
Yi Ma},
title = {Learning Topology of Curves with Application to Clustering},
booktitle = {Manifold Learning and Its Applications, Papers from the 2009 {AAAI}
Fall Symposium, Arlington, Virginia, USA, November 5-7, 2009},
series = {{AAAI} Technical Report},
volume = {{FS-09-04}},
publisher = {{AAAI}},
year = {2009},
url = {http://aaai.org/ocs/index.php/FSS/FSS09/paper/view/891},
timestamp = {Tue, 25 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/MobahiRM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/RaoMYSM09,
author = {Shankar R. Rao and
Hossein Mobahi and
Allen Y. Yang and
Shankar Sastry and
Yi Ma},
editor = {Hongbin Zha and
Rin{-}Ichiro Taniguchi and
Stephen J. Maybank},
title = {Natural Image Segmentation with Adaptive Texture and Boundary Encoding},
booktitle = {Computer Vision - {ACCV} 2009, 9th Asian Conference on Computer Vision,
Xi'an, China, September 23-27, 2009, Revised Selected Papers, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {5994},
pages = {135--146},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-12307-8\_13},
doi = {10.1007/978-3-642-12307-8\_13},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/RaoMYSM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhouWMWM09,
author = {Zihan Zhou and
Andrew Wagner and
Hossein Mobahi and
John Wright and
Yi Ma},
title = {Face recognition with contiguous occlusion using markov random fields},
booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009,
Kyoto, Japan, September 27 - October 4, 2009},
pages = {1050--1057},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCV.2009.5459383},
doi = {10.1109/ICCV.2009.5459383},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZhouWMWM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MobahiCW09,
author = {Hossein Mobahi and
Ronan Collobert and
Jason Weston},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Deep learning from temporal coherence in video},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {737--744},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553469},
doi = {10.1145/1553374.1553469},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/MobahiCW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcs/MobahiRM09,
author = {Hossein Mobahi and
Shankar R. Rao and
Yi Ma},
title = {Data-driven image completion by image patch subspaces},
booktitle = {2009 Picture Coding Symposium, {PCS} 2009, Chicago, IL, USA, May 6-8,
2009},
pages = {1--4},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/PCS.2009.5167452},
doi = {10.1109/PCS.2009.5167452},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/pcs/MobahiRM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/MobahiAA07,
author = {Hossein Mobahi and
Majid Nili Ahmadabadi and
Babak Nadjar Araabi},
title = {A Biologically Inspired Method for Conceptual Imitation Using Reinforcement
Learning},
journal = {Appl. Artif. Intell.},
volume = {21},
number = {3},
pages = {155--183},
year = {2007},
url = {https://doi.org/10.1080/08839510601170713},
doi = {10.1080/08839510601170713},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aai/MobahiAA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/MobahiAA06,
author = {Hossein Mobahi and
Majid Nili Ahmadabadi and
Babak Nadjar Araabi},
title = {Swarm contours: {A} fast self-organization approach for snake initialization},
journal = {Complex.},
volume = {12},
number = {1},
pages = {41--52},
year = {2006},
url = {https://doi.org/10.1002/cplx.20147},
doi = {10.1002/CPLX.20147},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/MobahiAA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/crossroads/MobahiK05,
author = {Hossein Mobahi and
Karrie G. Karahalios},
title = {{HCI} Applications for aiding children with mental disorders},
journal = {{ACM} Crossroads},
volume = {12},
number = {2},
pages = {3},
year = {2005},
url = {https://doi.org/10.1145/1144375.1144378},
doi = {10.1145/1144375.1144378},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/crossroads/MobahiK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MobahiAA05,
author = {Hossein Mobahi and
Majid Nili Ahmadabadi and
Babak Nadjar Araabi},
title = {Concept Oriented Imitation Towards Verbal Human-Robot Interaction},
booktitle = {Proceedings of the 2005 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2005, April 18-22, 2005, Barcelona, Spain},
pages = {1495--1500},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ROBOT.2005.1570326},
doi = {10.1109/ROBOT.2005.1570326},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/MobahiAA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/MobahiAA04,
author = {Hossein Mobahi and
Majid Nili Ahmadabadi and
Babak Nadjar Araabi},
title = {Fast initialization of active contours},
booktitle = {2004 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, Sendai, Japan, September 28 - October 2, 2004},
pages = {546--551},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/IROS.2004.1389409},
doi = {10.1109/IROS.2004.1389409},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/MobahiAA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/MobahiA03,
author = {Hossein Mobahi and
Shahin Ansari},
title = {Fuzzy perception, emotion and expression for interactive robots},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: Washington, D.C., USA, 5-8 October 2003},
pages = {3918--3923},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICSMC.2003.1244500},
doi = {10.1109/ICSMC.2003.1244500},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/MobahiA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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