Pascal Vincent

Pascal Vincent

Université de Montréal - Montreal / Canada
Engineering & Technology / Computer Science
AD Scientific Index ID: 643727
University of Montreal
person_outline Pascal Vincent's MOST POPULAR ARTICLES
1-) Representation learning: A review and new perspectivesY Bengio, A Courville, P VincentIEEE transactions on pattern analysis and machine intelligence 35 (8), 1798-1828, 2013122112013
2-) A neural probabilistic language modelY Bengio, R Ducharme, P Vincent, C JanvinThe Journal of Machine Learning Research 3, 1137-1155, 200393232003
3-) Extracting and composing robust features with denoising autoencodersP Vincent, H Larochelle, Y Bengio, PA ManzagolProceedings of the 25th international conference on Machine learning, 1096-1103, 200888672008
4-) Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion.P Vincent, H Larochelle, I Lajoie, Y Bengio, PA Manzagol, L BottouJournal of machine learning research 11 (12), 201092802010
5-) Why does unsupervised pre-training help deep learning?D Erhan, A Courville, Y Bengio, P VincentProceedings of the thirteenth international conference on artificial …, 201036472010