Xavier Muller

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 1

Top Topics

Weakly Supervised

Transfer Learning

Top Venues

ICML Unsupervised and Transfer Learning

IEEE Trans. Biomed. Eng.

Publications

Dustin Becker, Christopher H. 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, Mark W. Tibbitt
Model Assisted Analysis of the Hepatic Arterial Buffer Response During Ex Vivo Porcine Liver Perfusion. IEEE Trans. Biomed. Eng. 67 (3) (2020)
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, James Bergstra
Unsupervised and Transfer Learning Challenge: a Deep Learning Approach. ICML Unsupervised and Transfer Learning (2012)
Salah Rifai, Grégoire Mesnil, Pascal Vincent, Xavier Muller, Yoshua Bengio, Yann N. Dauphin, Xavier Glorot
Higher Order Contractive Auto-Encoder. ECML/PKDD (2) (2011)
Salah Rifai, Pascal Vincent, Xavier Muller, Xavier Glorot, Yoshua Bengio
Contractive Auto-Encoders: Explicit Invariance During Feature Extraction. ICML (2011)
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, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard
Deep Learners Benefit More from Out-of-Distribution Examples. AISTATS (2011)
Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio, Xavier Muller
The Manifold Tangent Classifier. NIPS (2011)
Salah Rifai, Xavier Muller, Xavier Glorot, Grégoire Mesnil, Yoshua Bengio, Pascal Vincent
Learning invariant features through local space contraction CoRR (2011)
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, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard
Deep Self-Taught Learning for Handwritten Character Recognition CoRR (2010)