Deep Self-Taught Learning for Handwritten Character Recognition - 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; et al. (CoRR, 2010)

Contractive Auto-Encoders: Explicit Invariance During Feature Extraction. - Salah Rifai; Pascal Vincent; Xavier Muller; Xavier Glorot; Yoshua Bengio (ICML, 2011)

The Manifold Tangent Classifier. - Salah Rifai; Yann N. Dauphin; Pascal Vincent; Yoshua Bengio; Xavier Muller (NIPS, 2011)

Higher Order Contractive Auto-Encoder. - Salah Rifai; Grégoire Mesnil; Pascal Vincent; Xavier Muller; Yoshua Bengio; Yann N. Dauphin; Xavier Glorot (ECML/PKDD (2), 2011)

Learning invariant features through local space contraction - Salah Rifai; Xavier Muller; Xavier Glorot; Grégoire Mesnil; Yoshua Bengio; Pascal Vincent (CoRR, 2011)

Deep Learners Benefit More from Out-of-Distribution Examples. - 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; et al. (AISTATS, 2011)

Unsupervised and Transfer Learning Challenge: a Deep Learning Approach. - 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; et al. (ICML Unsupervised and Transfer Learning, 2012)

Model Assisted Analysis of the Hepatic Arterial Buffer Response During Ex Vivo Porcine Liver Perfusion. - Dustin Becker; Christopher Harald Onder; Pierre-Alain Clavien; Dilmurodjon Eshmuminov; Philipp Rudolf von Rohr; Max Hefti; Martin J. Schuler; Lucia Bautista Borrego; Catherine Hagedorn; Xavier Muller; Rolf Graf; Philipp Dutkowski; et al. (IEEE Trans. Biomed. Eng., 2020)