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)

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)

Better Mixing via Deep Representations. - Yoshua Bengio; Grégoire Mesnil; Yann N. Dauphin; Salah Rifai (ICML (1), 2013)

Unsupervised and Transfer Learning under Uncertainty - From Object Detections to Scene Categorization. - Grégoire Mesnil; Salah Rifai; Antoine Bordes; Xavier Glorot; Yoshua Bengio; Pascal Vincent (ICPRAM, 2013)

Unsupervised Learning of Semantics of Object Detections for Scene Categorization. - Grégoire Mesnil; Salah Rifai; Antoine Bordes; Xavier Glorot; Yoshua Bengio; Pascal Vincent (ICPRAM (Selected Papers), 2013)

Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding. - Grégoire Mesnil; Xiaodong He 001; Li Deng 001; Yoshua Bengio (INTERSPEECH, 2013)

A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval. - Yelong Shen; Xiaodong He 001; Jianfeng Gao 001; Li Deng 001; Grégoire Mesnil (CIKM, 2014)

Learning semantic representations using convolutional neural networks for web search. - Yelong Shen; Xiaodong He 001; Jianfeng Gao 001; Li Deng 001; Grégoire Mesnil (WWW (Companion Volume), 2014)

Learning semantic representations of objects and their parts. - Grégoire Mesnil; Antoine Bordes; Jason Weston; Gal Chechik; Yoshua Bengio (Mach. Learn., 2014)

Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews. - Grégoire Mesnil; Tomás Mikolov; Marc'Aurelio Ranzato; Yoshua Bengio (ICLR (Workshop), 2015)

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. - Grégoire Mesnil; Yann N. Dauphin; Kaisheng Yao; Yoshua Bengio; Li Deng 001; Dilek Hakkani-Tür; Xiaodong He 001; Larry P. Heck; Gökhan Tür; Dong Yu 001; Geoffrey Zweig (IEEE ACM Trans. Audio Speech Lang. Process., 2015)