Salah Rifai

Contractive Auto-Encoders: Explicit Invariance During Feature Extraction

Salah Rifai, Pascal Vincent, Xavier Muller et al. · 2011 · 1.1K citations

Better Mixing via Deep Representations

Yoshua Bengio, Grégoire Mesnil, Yann Dauphin et al. · arXiv (Cornell University) · 2012 · 207 citations · Full text

Deep Representations, Geometric Learning, Computational Science +13

The Manifold Tangent Classifier

Salah Rifai, Yann Dauphin, Pascal Vincent et al. · 2011 · 157 citations

Unsupervised and Transfer Learning Challenge: a Deep Learning Approach

Grégoire Mesnil, Yann Dauphin, Xavier Glorot et al. · International Conference on Machine Learning · 2011 · 146 citations

Few-shot Learning, Engineering, Machine Learning +15

Better Mixing via Deep Representations

Yoshua Bengio, Grégoire Mesnil, Yann Dauphin et al. · arXiv (Cornell University) · 2012 · 103 citations · Full text