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Salah Rifai

Universite de Montreal

Better Mixing via Deep Representations

Jul 18, 2012
Yoshua Bengio, Grégoire Mesnil, Yann Dauphin, Salah Rifai


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Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders

Jun 30, 2012
Yoshua Bengio, Guillaume Alain, Salah Rifai


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A Generative Process for Sampling Contractive Auto-Encoders

Jun 27, 2012
Salah Rifai, Yoshua Bengio, Yann Dauphin, Pascal Vincent

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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Learning invariant features through local space contraction

Apr 21, 2011
Salah Rifai, Xavier Muller, Xavier Glorot, Gregoire Mesnil, Yoshua Bengio, Pascal Vincent


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Adding noise to the input of a model trained with a regularized objective

Apr 16, 2011
Salah Rifai, Xavier Glorot, Yoshua Bengio, Pascal Vincent


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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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