Pascal Vincent, Ph.D.
Affiliations: | 2004 | Université de Montréal, Montréal, Canada |
Area:
Computer ScienceGoogle:
"Pascal Vincent"Parents
Sign in to add mentor| Yoshua Bengio | grad student | 2004 | Université de Montréal | |
| (Modeles a noyaux a structure locale.) | ||||
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Publications
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| Alain G, Bengio Y, Yao L, et al. (2016) GSNs: generative stochastic networks Information and Inference. 5: 210-249 |
| Kahou SE, Bouthillier X, Lamblin P, et al. (2015) EmoNets: Multimodal deep learning approaches for emotion recognition in video Journal On Multimodal User Interfaces |
| Mesnil G, Rifai S, Bordes A, et al. (2015) Unsupervised learning of semantics of object detections for scene categorization Advances in Intelligent Systems and Computing. 318: 209-224 |
| Bengio Y, Courville A, Vincent P. (2013) Representation learning: a review and new perspectives. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1798-828 |
| Bengio Y, Courville A, Vincent P. (2013) Representation Learning: A Review and New Perspectives. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Mesnil G, Rifai S, Bordes A, et al. (2013) Unsupervised and transfer learning under uncertainty: From object detections to scene categorization Icpram 2013 - Proceedings of the 2nd International Conference On Pattern Recognition Applications and Methods. 345-354 |
| Rifai S, Bengio Y, Courville A, et al. (2012) Disentangling factors of variation for facial expression recognition Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7577: 808-822 |
| Vincent P. (2011) A connection between score matching and denoising autoencoders. Neural Computation. 23: 1661-74 |
| Dugas C, Chapados N, Ducharme R, et al. (2011) A high-order feature synthesis and selection algorithm applied to insurance risk modelling International Journal of Business Intelligence and Data Mining. 6: 237-258 |
| Breuleux O, Bengio Y, Vincent P. (2011) Quickly generating representative samples from an RBM-derived process Neural Computation. 23: 2058-2073 |