Salah Rifai

Department of Computer Science and Operations Research, Université de Montréal, Canada

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Papers15 papers

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Better Mixing via Deep Representations

Yoshua Bengio,Grégoire Mesnil,Yann Dauphin,Salah Rifai

ICML, (2013): 552-560

Cited by199EIBibtex

Unsupervised Learning of Semantics of Object Detections for Scene Categorization

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

PATTERN RECOGNITION APPLICATIONS AND METHODS, ICPRAM 2013, (2013): 209-224

Cited by18EIBibtex

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

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

ICPRAM, pp.345-354, (2013)

Cited by12EIBibtex

A Generative Process for Contractive Auto-Encoders

Salah Rifai,Yann Dauphin,Pascal Vincent,Yoshua Bengio

ICML, (2012)

Cited by3EIBibtex

A Generative Process for Sampling Contractive Auto-Encoders

Salah Rifai,Yoshua Bengio,Yann Dauphin,Pascal Vincent

international conference on machine learning, (2012)

Cited by71Bibtex

Regularized Auto-Encoders Estimate Local Statistics

Guillaume Alain,Yoshua Bengio,Salah Rifai

International Conference on Learning Representations, (2012)

Cited by27EIBibtex

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

Yoshua Bengio,Guillaume Alain,Salah Rifai

CoRR, (2012)

Cited by8EIBibtex

Disentangling factors of variation for facial expression recognition

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

ECCV (6), pp.808-822, (2012)

Cited by173EIBibtex

Higher order contractive auto-encoder

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

ECML/PKDD, (2011): 645-660

Cited by172EIBibtex

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

Salah Rifai,Xavier Glorot,Yoshua Bengio,Pascal Vincent

Clinical Orthopaedics and Related Research, (2011)

Cited by49EIBibtex

Learning invariant features through local space contraction

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

Clinical Orthopaedics and Related Research, (2011)

Cited by15EIBibtex

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

AISTATS, pp.164-172, (2011)

Cited by58EIBibtex

The Manifold Tangent Classifier

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

NIPS, pp.2294-2302, (2011)

Cited by249EIBibtex

Contractive Auto-Encoders: Explicit Invariance During Feature Extraction

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

ICML, pp.833-840, (2011)

Cited by1182EIBibtex

Deep Self-Taught Learning for Handwritten Character Recognition

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

Clinical Orthopaedics and Related Research, (2010)

Cited by19EIBibtex

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Salah RifaiBinding

Papers15 papers

Salah Rifai