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Domain Adaptation for Enterprise Email Search


Jun 19, 2019
Brandon Tran, Maryam Karimzadehgan, Rama Kumar Pasumarthi, Michael Bendersky, Donald Metzler

* Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019 
* Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval 

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Computer Vision with a Single (Robust) Classifier


Jun 06, 2019
Shibani Santurkar, Dimitris Tsipras, Brandon Tran, Andrew Ilyas, Logan Engstrom, Aleksander Madry


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Learning Perceptually-Aligned Representations via Adversarial Robustness


Jun 03, 2019
Logan Engstrom, Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Brandon Tran, Aleksander Madry


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Adversarial Examples Are Not Bugs, They Are Features


May 07, 2019
Andrew Ilyas, Shibani Santurkar, Dimitris Tsipras, Logan Engstrom, Brandon Tran, Aleksander Madry


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Spectral Signatures in Backdoor Attacks


Nov 01, 2018
Brandon Tran, Jerry Li, Aleksander Madry

* 16 pages, accepted to NIPS 2018 

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A Rotation and a Translation Suffice: Fooling CNNs with Simple Transformations


Feb 13, 2018
Logan Engstrom, Brandon Tran, Dimitris Tsipras, Ludwig Schmidt, Aleksander Madry

* Preliminary version appeared in the NIPS 2017 Workshop on Machine Learning and Computer Security 

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