Rifai, Salah

8 publications

ICML 2013 Better Mixing via Deep Representations Yoshua Bengio, Gregoire Mesnil, Yann Dauphin, Salah Rifai

ICLR 2013 Regularized Auto-Encoders Estimate Local Statistics Guillaume Alain, Yoshua Bengio, Salah Rifai

ICML 2012 A Generative Process for Contractive Auto-Encoders Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio

ECCV 2012 Disentangling Factors of Variation for Facial Expression Recognition Salah Rifai, Yoshua Bengio, Aaron C. Courville, Pascal Vincent, Mehdi Mirza

ICML 2011 Contractive Auto-Encoders: Explicit Invariance During Feature Extraction Salah Rifai, Pascal Vincent, Xavier Muller, Xavier Glorot, Yoshua Bengio

AISTATS 2011 Deep Learners Benefit More from Out-of-Distribution Examples Yoshua Bengio, Frédéric Bastien, 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, François Savard, Guillaume Sicard

ECML-PKDD 2011 Higher Order Contractive Auto-Encoder Salah Rifai, Grégoire Mesnil, Pascal Vincent, Xavier Muller, Yoshua Bengio, Yann N. Dauphin, Xavier Glorot

NeurIPS 2011 The Manifold Tangent Classifier Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio, Xavier Muller