Salah Rifai
Salah Rifai
Adresse e-mail validée de iro.umontreal.ca - Page d'accueil
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Contractive auto-encoders: Explicit invariance during feature extraction
S Rifai, P Vincent, X Muller, X Glorot, Y Bengio
Proceedings of the Twenty-eight International Conference on Machine Learning …, 2011
14702011
Better mixing via deep representations
Y Bengio, G Mesnil, Y Dauphin, S Rifai
International conference on machine learning, 552-560, 2013
3082013
The manifold tangent classifier
S Rifai, YN Dauphin, P Vincent, Y Bengio, X Muller
Advances in neural information processing systems 24, 2294-2302, 2011
2902011
Unsupervised and transfer learning challenge: a deep learning approach
GMY Dauphin, X Glorot, S Rifai, Y Bengio, I Goodfellow, E Lavoie, ...
Proceedings of ICML Workshop on Unsupervised and Transfer Learning, 97-110, 2012
2282012
Disentangling factors of variation for facial expression recognition
S Rifai, Y Bengio, A Courville, P Vincent, M Mirza
European Conference on Computer Vision, 808-822, 2012
2192012
Higher order contractive auto-encoder
S Rifai, G Mesnil, P Vincent, X Muller, Y Bengio, Y Dauphin, X Glorot
Joint European conference on machine learning and knowledge discovery in …, 2011
2062011
Deep learners benefit more from out-of-distribution examples
Y Bengio, F Bastien, A Bergeron, N Boulanger–Lewandowski, T Breuel, ...
Proceedings of the Fourteenth International Conference on Artificial …, 2011
1322011
A generative process for sampling contractive auto-encoders
S Rifai, Y Bengio, Y Dauphin, P Vincent
arXiv preprint arXiv:1206.6434, 2012
782012
Adding noise to the input of a model trained with a regularized objective
S Rifai, X Glorot, Y Bengio, P Vincent
arXiv preprint arXiv:1104.3250, 2011
612011
Regularized auto-encoders estimate local statistics
G Alain, Y Bengio, S Rifai
ICLR, 2013
302013
Unsupervised learning of semantics of object detections for scene categorization
G Mesnil, S Rifai, A Bordes, X Glorot, Y Bengio, P Vincent
Pattern Recognition Applications and Methods, 209-224, 2015
222015
Deep self-taught learning for handwritten character recognition
F Bastien, Y Bengio, A Bergeron, N Boulanger-Lewandowski, T Breuel, ...
arXiv preprint arXiv:1009.3589, 2010
192010
Learning invariant features through local space contraction
S Rifai, X Muller, X Glorot, G Mesnil, Y Bengio, P Vincent
arXiv preprint arXiv:1104.4153, 2011
172011
Implicit density estimation by local moment matching to sample from auto-encoders
Y Bengio, G Alain, S Rifai
arXiv preprint arXiv:1207.0057, 2012
122012
Unsupervised and Transfer Learning under Uncertainty-From Object Detections to Scene Categorization.
G Mesnil, S Rifai, A Bordes, X Glorot, Y Bengio, P Vincent
ICPRAM, 345-354, 2013
112013
A generative process for contractive auto-encoders
S Rifai, Y Dauphin, P Vincent, Y Bengio
ICML, 2012
32012
Contracting auto-encoders
S Rifai, P Vincent, X Muller, X Glorot, Y Bengio
International Conference on Machine Learning (ICML), 95, 2011
22011
Unsupervised and Transfer Learning under Uncertainty
G Mesnil, S Rifai, A Bordes, X Glorot, Y Bengio, P Vincent
Fall detection using outlier analysis
S Rifai
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