Grégoire Mesnil

According to our database, Grégoire Mesnil authored at least 12 papers between 2011 and 2015.

Collaborative distances:

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

2015

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding.

Grégoire Mesnil, Yann N. Dauphin, Kaisheng Yao, Yoshua Bengio, Li Deng, Dilek Hakkani-Tür, Xiaodong He, Larry P. Heck, Gökhan Tür, Dong Yu, Geoffrey Zweig

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews.

Grégoire Mesnil, Tomás Mikolov, Marc'Aurelio Ranzato, Yoshua Bengio

Proceedings of the 3rd International Conference on Learning Representations, 2015

2014

Learning semantic representations of objects and their parts.

Grégoire Mesnil, Antoine Bordes, Jason Weston, Gal Chechik, Yoshua Bengio

Mach. Learn., 2014

Learning semantic representations using convolutional neural networks for web search.

Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grégoire Mesnil

Proceedings of the 23rd International World Wide Web Conference, 2014

A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval.

Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grégoire Mesnil

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding.

Grégoire Mesnil, Xiaodong He, Li Deng, Yoshua Bengio

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Unsupervised Learning of Semantics of Object Detections for Scene Categorization.

Grégoire Mesnil, Salah Rifai, Antoine Bordes, Xavier Glorot, Yoshua Bengio, Pascal Vincent

Proceedings of the Pattern Recognition Applications and Methods - International Conference, 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

Proceedings of the ICPRAM 2013, 2013

Better Mixing via Deep Representations.

Yoshua Bengio, Grégoire Mesnil, Yann N. Dauphin, Salah Rifai

Proceedings of the 30th International Conference on Machine Learning, 2013

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

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