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Fairness with Overlapping Groups

Jun 24, 2020
Forest Yang, Moustapha Cisse, Sanmi Koyejo

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ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases

Jul 20, 2018
Pierre Stock, Moustapha Cisse

* ECCV 2018 camera-ready 

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Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring

Jun 11, 2018
Yossi Adi, Carsten Baum, Moustapha Cisse, Benny Pinkas, Joseph Keshet

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mixup: Beyond Empirical Risk Minimization

Apr 27, 2018
Hongyi Zhang, Moustapha Cisse, Yann N. Dauphin, David Lopez-Paz

* ICLR camera ready version. Changes vs V1: fix repo URL; add ablation studies; add mixup + dropout etc 

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Fooling End-to-end Speaker Verification by Adversarial Examples

Feb 16, 2018
Felix Kreuk, Yossi Adi, Moustapha Cisse, Joseph Keshet

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Countering Adversarial Images using Input Transformations

Jan 25, 2018
Chuan Guo, Mayank Rana, Moustapha Cisse, Laurens van der Maaten

* 12 pages, 6 figures, submitted to ICLR 2018 

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Unbounded cache model for online language modeling with open vocabulary

Nov 07, 2017
Edouard Grave, Moustapha Cisse, Armand Joulin

* Accepted to NIPS 2017 

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Houdini: Fooling Deep Structured Prediction Models

Jul 17, 2017
Moustapha Cisse, Yossi Adi, Natalia Neverova, Joseph Keshet

* 12 pages, 8 figures, under review 

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Parseval Networks: Improving Robustness to Adversarial Examples

May 02, 2017
Moustapha Cisse, Piotr Bojanowski, Edouard Grave, Yann Dauphin, Nicolas Usunier

* submitted 

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Deep Self-Taught Learning for Handwritten Character Recognition

Sep 18, 2010
Frédéric Bastien, Yoshua Bengio, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas Breuel, Youssouf Chherawala, Moustapha Cisse, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, Francois Savard, Guillaume Sicard

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