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Towards Accurate Quantization and Pruning via Data-free Knowledge Transfer


Oct 14, 2020
Chen Zhu, Zheng Xu, Ali Shafahi, Manli Shu, Amin Ghiasi, Tom Goldstein


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Exploring Model Robustness with Adaptive Networks and Improved Adversarial Training


May 30, 2020
Zheng Xu, Ali Shafahi, Tom Goldstein


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Breaking certified defenses: Semantic adversarial examples with spoofed robustness certificates


Mar 19, 2020
Amin Ghiasi, Ali Shafahi, Tom Goldstein


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WITCHcraft: Efficient PGD attacks with random step size


Nov 18, 2019
Ping-Yeh Chiang, Jonas Geiping, Micah Goldblum, Tom Goldstein, Renkun Ni, Steven Reich, Ali Shafahi

* Authors contributed equally and are listed in alphabetical order 

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Label Smoothing and Logit Squeezing: A Replacement for Adversarial Training?


Oct 25, 2019
Ali Shafahi, Amin Ghiasi, Furong Huang, Tom Goldstein


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Adversarial attacks on Copyright Detection Systems


Jun 20, 2019
Parsa Saadatpanah, Ali Shafahi, Tom Goldstein


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Adversarially robust transfer learning


May 20, 2019
Ali Shafahi, Parsa Saadatpanah, Chen Zhu, Amin Ghiasi, Christoph Studer, David Jacobs, Tom Goldstein


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Transferable Clean-Label Poisoning Attacks on Deep Neural Nets


May 16, 2019
Chen Zhu, W. Ronny Huang, Ali Shafahi, Hengduo Li, Gavin Taylor, Christoph Studer, Tom Goldstein

* Accepted to ICML2019 

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Adversarial Training for Free!


Apr 29, 2019
Ali Shafahi, Mahyar Najibi, Amin Ghiasi, Zheng Xu, John Dickerson, Christoph Studer, Larry S. Davis, Gavin Taylor, Tom Goldstein


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Universal Adversarial Training


Nov 27, 2018
Ali Shafahi, Mahyar Najibi, Zheng Xu, John Dickerson, Larry S. Davis, Tom Goldstein


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Are adversarial examples inevitable?


Sep 06, 2018
Ali Shafahi, W. Ronny Huang, Christoph Studer, Soheil Feizi, Tom Goldstein


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SCDA: School Compatibility Decomposition Algorithm for Solving the Multi-School Bus Routing and Scheduling Problem


Apr 10, 2018
Zhongxiang Wang, Ali Shafahi, Ali Haghani

* This paper was accepted for presentation at TRB Annual Meeting 2018 

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Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks


Apr 03, 2018
Ali Shafahi, W. Ronny Huang, Mahyar Najibi, Octavian Suciu, Christoph Studer, Tudor Dumitras, Tom Goldstein

* 12 pages, 7 figures, with additional appendix 

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School bus routing by maximizing trip compatibility


Nov 14, 2017
Ali Shafahi, Zhongxiang Wang, Ali Haghani

* The final version of this paper will be published in Transportation Research Record: Journal of the Transportation Research Board, No. 2667. The publication index can be found at https://pubsindex.trb.org/view/2017/C/1437820 

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Understanding and Visualizing the District of Columbia Capital Bikeshare System Using Data Analysis for Balancing Purposes


Aug 14, 2017
Kiana Roshan Zamir, Ali Shafahi, Ali Haghani

* Submitted to TRB2018 

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