Salah Rifai

Publication Activity (10 Years)

Years Active: 2010-2013
Publications (10 Years): 0

Top Topics

Expression Recognition

Unsupervised Learning

Symbolic Representation

Scene Categorization

Top Venues

ICML Unsupervised and Transfer Learning

ICPRAM (Selected Papers)

Publications

Guillaume Alain, Yoshua Bengio, Salah Rifai
Regularized Auto-Encoders Estimate Local Statistics ICLR (2013)
Yoshua Bengio, Grégoire Mesnil, Yann N. Dauphin, Salah Rifai
Better Mixing via Deep Representations. ICML (1) (2013)
Grégoire Mesnil, Salah Rifai, Antoine Bordes, Xavier Glorot, Yoshua Bengio, Pascal Vincent
Unsupervised and Transfer Learning under Uncertainty - From Object Detections to Scene Categorization. ICPRAM (2013)
Grégoire Mesnil, Salah Rifai, Antoine Bordes, Xavier Glorot, Yoshua Bengio, Pascal Vincent
Unsupervised Learning of Semantics of Object Detections for Scene Categorization. ICPRAM (Selected Papers) (2013)
Yoshua Bengio, Guillaume Alain, Salah Rifai
Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders CoRR (2012)
Grégoire Mesnil, Yann N. Dauphin, Xavier Glorot, Salah Rifai, Yoshua Bengio, Ian J. Goodfellow, Erick Lavoie, Xavier Muller, Guillaume Desjardins, David Warde-Farley, Pascal Vincent, Aaron C. Courville, James Bergstra
Unsupervised and Transfer Learning Challenge: a Deep Learning Approach. ICML Unsupervised and Transfer Learning (2012)
Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio
A Generative Process for Contractive Auto-Encoders. ICML (2012)
Yoshua Bengio, Grégoire Mesnil, Yann N. Dauphin, Salah Rifai
Better Mixing via Deep Representations CoRR (2012)
Salah Rifai, Yoshua Bengio, Aaron C. Courville, Pascal Vincent, Mehdi Mirza
Disentangling Factors of Variation for Facial Expression Recognition. ECCV (6) (2012)
Salah Rifai, Grégoire Mesnil, Pascal Vincent, Xavier Muller, Yoshua Bengio, Yann N. Dauphin, Xavier Glorot
Higher Order Contractive Auto-Encoder. ECML/PKDD (2) (2011)
Salah Rifai, Pascal Vincent, Xavier Muller, Xavier Glorot, Yoshua Bengio
Contractive Auto-Encoders: Explicit Invariance During Feature Extraction. ICML (2011)
Salah Rifai, Xavier Glorot, Yoshua Bengio, Pascal Vincent
Adding noise to the input of a model trained with a regularized objective CoRR (2011)
Yoshua Bengio, Frédéric Bastien, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas M. Breuel, Youssouf Chherawala, Moustapha Cissé, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard
Deep Learners Benefit More from Out-of-Distribution Examples. AISTATS (2011)
Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio, Xavier Muller
The Manifold Tangent Classifier. NIPS (2011)
Salah Rifai, Xavier Muller, Xavier Glorot, Grégoire Mesnil, Yoshua Bengio, Pascal Vincent
Learning invariant features through local space contraction CoRR (2011)
Frédéric Bastien, Yoshua Bengio, Arnaud Bergeron, Nicolas Boulanger-Lewandowski, Thomas M. Breuel, Youssouf Chherawala, Moustapha Cissé, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard
Deep Self-Taught Learning for Handwritten Character Recognition CoRR (2010)