Grégoire Mesnil
Grégoire Mesnil
Adresse e-mail validée de umontreal.ca
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Année
Learning semantic representations using convolutional neural networks for web search
Y Shen, X He, J Gao, L Deng, G Mesnil
Proceedings of the 23rd international conference on world wide web, 373-374, 2014
4782014
A latent semantic model with convolutional-pooling structure for information retrieval
Y Shen, X He, J Gao, L Deng, G Mesnil
Proceedings of the 23rd ACM international conference on conference on …, 2014
4742014
Using recurrent neural networks for slot filling in spoken language understanding
G Mesnil, Y Dauphin, K Yao, Y Bengio, L Deng, D Hakkani-Tur, X He, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (3), 530-539, 2014
4342014
Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding.
G Mesnil, X He, L Deng, Y Bengio
Interspeech, 3771-3775, 2013
4312013
Better mixing via deep representations
Y Bengio, G Mesnil, Y Dauphin, S Rifai
International conference on machine learning, 552-560, 2013
2532013
Unsupervised and transfer learning challenge: a deep learning approach
GMY Dauphin, X Glorot, S Rifai, Y Bengio, I Goodfellow, E Lavoie, ...
Proceedings of ICML Workshop on Unsupervised and Transfer Learning, 97-110, 2012
2012012
Higher order contractive auto-encoder
S Rifai, G Mesnil, P Vincent, X Muller, Y Bengio, Y Dauphin, X Glorot
Joint European conference on machine learning and knowledge discovery in …, 2011
1752011
Ensemble of generative and discriminative techniques for sentiment analysis of movie reviews
G Mesnil, T Mikolov, YB Marc’Aurelio Ranzato
arXiv preprint arXiv:1412.5335, 2014
1072014
Assignment of semantic labels to a sequence of words using neural network architectures
A Deoras, K Yao, X He, L Deng, GG Zweig, R Sarikaya, D Yu, MY Hwang, ...
US Patent App. 14/016,186, 2015
772015
Unsupervised learning of semantics of object detections for scene categorization
G Mesnil, S Rifai, A Bordes, X Glorot, Y Bengio, P Vincent
Pattern recognition applications and methods, 209-224, 2015
182015
Learning semantic representations of objects and their parts
G Mesnil, A Bordes, J Weston, G Chechik, Y Bengio
Machine learning 94 (2), 281-301, 2014
162014
Learning invariant features through local space contraction
S Rifai, X Muller, X Glorot, G Mesnil, Y Bengio, P Vincent
arXiv preprint arXiv:1104.4153, 2011
152011
Unsupervised and Transfer Learning under Uncertainty-From Object Detections to Scene Categorization.
G Mesnil, S Rifai, A Bordes, X Glorot, Y Bengio, P Vincent
ICPRAM, 345-354, 2013
122013
A convolutional latent semantic model for web search
Y Shen, X He, J Gao, L Deng, G Mesnil
Technical Report MSR-TR-2014-55, Microsoft Research, 2014
72014
Apprentissage d'espaces sémantiques
G Mesnil
2015
ENSEMBLE OF GENERATIVE AND DISCRIMINATIVE TECHNIQUES FOR SENTIMENT ANALYSIS OF MOVIE
G Mesnil, T Mikolov, MA Ranzato, Y Bengio
arXiv preprint arXiv:1412.5335, 2014
2014
Unsupervised and Transfer Learning under Uncertainty
G Mesnil, S Rifai, A Bordes, X Glorot, Y Bengio, P Vincent
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