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2010 – 2019
- 2013
[c11]Yoshua Bengio, Grégoire Mesnil, Yann N. Dauphin, Salah Rifai:
Better Mixing via Deep Representations. ICML (1) 2013: 552-560- [c10]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: 209-224 - [c9]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: 345-354 - [c8]Guillaume Alain, Yoshua Bengio, Salah Rifai:
Regularized Auto-Encoders Estimate Local Statistics. ICLR 2013 - 2012
- [c7]Salah Rifai, Yoshua Bengio, Aaron C. Courville, Pascal Vincent, Mehdi Mirza:
Disentangling Factors of Variation for Facial Expression Recognition. ECCV (6) 2012: 808-822 - [c6]Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio:
A Generative Process for Contractive Auto-Encoders. ICML 2012 - [c5]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: 97-110 - [i5]Yoshua Bengio, Guillaume Alain, Salah Rifai:
Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders. CoRR abs/1207.0057 (2012) - [i4]Yoshua Bengio, Grégoire Mesnil, Yann N. Dauphin, Salah Rifai:
Better Mixing via Deep Representations. CoRR abs/1207.4404 (2012) - 2011
- [c4]Salah Rifai, Pascal Vincent, Xavier Muller, Xavier Glorot, Yoshua Bengio:
Contractive Auto-Encoders: Explicit Invariance During Feature Extraction. ICML 2011: 833-840 - [c3]Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio, Xavier Muller:
The Manifold Tangent Classifier. NIPS 2011: 2294-2302 - [c2]Salah Rifai, Grégoire Mesnil, Pascal Vincent, Xavier Muller, Yoshua Bengio, Yann N. Dauphin, Xavier Glorot:
Higher Order Contractive Auto-Encoder. ECML/PKDD (2) 2011: 645-660 - [c1]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: 164-172 - [i3]Salah Rifai, Xavier Glorot, Yoshua Bengio, Pascal Vincent:
Adding noise to the input of a model trained with a regularized objective. CoRR abs/1104.3250 (2011) - [i2]Salah Rifai, Xavier Muller, Xavier Glorot, Grégoire Mesnil, Yoshua Bengio, Pascal Vincent:
Learning invariant features through local space contraction. CoRR abs/1104.4153 (2011) - 2010
- [i1]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 abs/1009.3589 (2010)
Coauthor Index
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