Salah Rifai

According to our database1, Salah Rifai authored at least 15 papers between 2010 and 2013.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Regularized Auto-Encoders Estimate Local Statistics
Proceedings of the 1st International Conference on Learning Representations, 2013

Unsupervised Learning of Semantics of Object Detections for Scene Categorization.
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

Unsupervised and Transfer Learning under Uncertainty - From Object Detections to Scene Categorization.
Proceedings of the ICPRAM 2013, 2013

Better Mixing via Deep Representations.
Proceedings of the 30th International Conference on Machine Learning, 2013

Unsupervised and Transfer Learning Challenge: a Deep Learning Approach.
Proceedings of the Unsupervised and Transfer Learning, 2012

Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders
CoRR, 2012

A Generative Process for Contractive Auto-Encoders.
Proceedings of the 29th International Conference on Machine Learning, 2012

Disentangling Factors of Variation for Facial Expression Recognition.
Proceedings of the Computer Vision - ECCV 2012, 2012

Deep Learners Benefit More from Out-of-Distribution Examples.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Learning invariant features through local space contraction
CoRR, 2011

Adding noise to the input of a model trained with a regularized objective
CoRR, 2011

Higher Order Contractive Auto-Encoder.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

The Manifold Tangent Classifier.
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.
Proceedings of the 28th International Conference on Machine Learning, 2011

Deep Self-Taught Learning for Handwritten Character Recognition
CoRR, 2010