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- Publications
- Influence
Extracting and composing robust features with denoising autoencoders
- Pascal Vincent, H. Larochelle, Yoshua Bengio, Pierre-Antoine Manzagol
- Mathematics, Computer Science
- ICML '08
- 5 July 2008
TLDR
A Neural Probabilistic Language Model
- Yoshua Bengio, R. Ducharme, Pascal Vincent, Christian Janvin
- Computer Science
- J. Mach. Learn. Res.
- 1 March 2003
TLDR
Theano: A Python framework for fast computation of mathematical expressions
- Rami Al-Rfou, G. Alain, +109 authors Y. Zhang
- Mathematics, Computer Science
- ArXiv
- 9 May 2016
TLDR
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription
- Nicolas Boulanger-Lewandowski, Yoshua Bengio, Pascal Vincent
- Computer Science, Mathematics
- ICML
- 26 June 2012
TLDR
Why Does Unsupervised Pre-training Help Deep Learning?
- D. Erhan, Aaron C. Courville, Yoshua Bengio, Pascal Vincent
- Computer Science
- AISTATS
- 1 March 2010
TLDR
A Variational Inequality Perspective on Generative Adversarial Nets
- Gauthier Gidel, Hugo Berard, Pascal Vincent, S. Lacoste-Julien
- Computer Science, Mathematics
- ICLR
- 28 February 2018
TLDR
Combining modality specific deep neural networks for emotion recognition in video
TLDR
Audio Chord Recognition with Recurrent Neural Networks
- Nicolas Boulanger-Lewandowski, Yoshua Bengio, Pascal Vincent
- Computer Science
- ISMIR
- 2013
TLDR
EmoNets: Multimodal deep learning approaches for emotion recognition in video
- S. Kahou, Xavier Bouthillier, +15 authors Yoshua Bengio
- Computer Science
- Journal on Multimodal User Interfaces
- 5 March 2015
TLDR
High-dimensional sequence transduction
- Nicolas Boulanger-Lewandowski, Yoshua Bengio, Pascal Vincent
- Computer Science
- IEEE International Conference on Acoustics…
- 9 December 2012
TLDR