Xavier Muller

Contractive Auto-Encoders: Explicit Invariance During Feature Extraction

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

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

Deep Learners Benefit More from Out-of-Distribution Examples

Yoshua Bengio, Frédéric Bastien, Arnaud Bergeron et al. · 2011 · 102 citations

On invariant sets of a certain class of fast translation-invariant transforms

H. Bürkhardt, Xavier Muller · IEEE Transactions on Acoustics Speech and Signal Processing · 1980 · 34 citations

Integral Geometry, Invariant Sets, Engineering +20