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Continental-Scale Building Detection from High Resolution Satellite Imagery

Jul 29, 2021
Wojciech Sirko, Sergii Kashubin, Marvin Ritter, Abigail Annkah, Yasser Salah Eddine Bouchareb, Yann Dauphin, Daniel Keysers, Maxim Neumann, Moustapha Cisse, John Quinn

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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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