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All publications by Salah Rifai
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Better Mixing via Deep Representations
Yoshua Bengio, Gregoire Mesnil, Yann Dauphin and Salah Rifai
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


A Generative Process for sampling Contractive Auto-Encoders
Salah Rifai, Yoshua Bengio, Pascal Vincent and Yann N. Dauphin
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


The Manifold Tangent Classifier
Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio and Xavier Muller
Advances in Neural Information Processing Systems 24, 2011


Contractive Auto-Encoders: Explicit Invariance During Feature Extraction
Salah Rifai, Pascal Vincent, Xavier Muller, Xavier Glorot and Yoshua Bengio
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Deep Learners Benefit More from Out-of-Distribution Examples
Yoshua Bengio, Frédéric Bastien, Arnaud Bergeron, Nicolas Boulanger-lewandowski, Thomas M. Breuel, Youssouf Chherawala, Moustapha Cisse, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain P. Lebeuf, Razvan Pascanu, Salah Rifai, Françcois Savard and Guillaume Sicard
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011