Xavier Muller

According to our database, Xavier Muller authored at least 8 papers between 2010 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

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, Mark W. Tibbitt

IEEE Trans. Biomed. Eng., 2020

2012

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, James Bergstra

Proceedings of the Unsupervised and Transfer Learning, 2012

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, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Learning invariant features through local space contraction

Salah Rifai, Xavier Muller, Xavier Glorot, Grégoire Mesnil, Yoshua Bengio, Pascal Vincent

CoRR, 2011

Higher Order Contractive Auto-Encoder.

Salah Rifai, Grégoire Mesnil, Pascal Vincent, Xavier Muller, Yoshua Bengio, Yann N. Dauphin, Xavier Glorot

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

The Manifold Tangent Classifier.

Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio, Xavier Muller

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.

Salah Rifai, Pascal Vincent, Xavier Muller, Xavier Glorot, Yoshua Bengio

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

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, Sylvain Pannetier Lebeuf, Razvan Pascanu, Salah Rifai, François Savard, Guillaume Sicard

CoRR, 2010