Salah Rifai

According to our database, Salah Rifai authored at least 15 papers between 2010 and 2013.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2013

Regularized Auto-Encoders Estimate Local Statistics

Guillaume Alain, Yoshua Bengio, Salah Rifai

Proceedings of the 1st International Conference on Learning Representations, 2013

Unsupervised Learning of Semantics of Object Detections for Scene Categorization.

Grégoire Mesnil, Salah Rifai, Antoine Bordes, Xavier Glorot, Yoshua Bengio, Pascal Vincent

Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

Unsupervised and Transfer Learning under Uncertainty - From Object Detections to Scene Categorization.

Grégoire Mesnil, Salah Rifai, Antoine Bordes, Xavier Glorot, Yoshua Bengio, Pascal Vincent

Proceedings of the ICPRAM 2013, 2013

Better Mixing via Deep Representations.

Yoshua Bengio, Grégoire Mesnil, Yann N. Dauphin, Salah Rifai

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Unsupervised and Transfer Learning Challenge: a Deep Learning Approach.

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

Proceedings of the Unsupervised and Transfer Learning, 2012

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

Yoshua Bengio, Guillaume Alain, Salah Rifai

CoRR, 2012

A Generative Process for Contractive Auto-Encoders.

Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio

Proceedings of the 29th International Conference on Machine Learning, 2012

Disentangling Factors of Variation for Facial Expression Recognition.

Salah Rifai, Yoshua Bengio, Aaron C. Courville, Pascal Vincent, Mehdi Mirza

Proceedings of the Computer Vision - ECCV 2012, 2012

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 Cissé, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Learning invariant features through local space contraction

Salah Rifai, Xavier Muller, Xavier Glorot, Grégoire Mesnil, Yoshua Bengio, Pascal Vincent

CoRR, 2011

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

Salah Rifai, Xavier Glorot, Yoshua Bengio, Pascal Vincent

CoRR, 2011

Higher Order Contractive Auto-Encoder.

Salah Rifai, Grégoire Mesnil, Pascal Vincent, Xavier Muller, Yoshua Bengio, Yann N. Dauphin, Xavier Glorot

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

The Manifold Tangent Classifier.

Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio, Xavier Muller

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Contractive Auto-Encoders: Explicit Invariance During Feature Extraction.

Salah Rifai, Pascal Vincent, Xavier Muller, Xavier Glorot, Yoshua Bengio

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

Deep Self-Taught Learning for Handwritten Character Recognition

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

CoRR, 2010