Pierre-Antoine Manzagol

Extracting and composing robust features with denoising autoencoders

Pascal Vincent, Hugo Larochelle, Yoshua Bengio et al. · 2008 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +16

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

Pascal Vincent, Hugo Larochelle, Isabelle Lajoie et al. · 2010 · 5K citations

Computing, Computer Science, Machine Learning +7

The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training

Dumitru Erhan, Pierre-Antoine Manzagol, Yoshua Bengio et al. · International Conference on Artificial Intelligence and Statistics · 2009 · 323 citations

Computing, Computer Science, Algorithms +12

Topmoumoute Online Natural Gradient Algorithm

Nicolas Le Roux, Pierre-Antoine Manzagol, Yoshua Bengio · 2007 · 126 citations

Computing, Computer Science, Artificial Intelligence +16

Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples

Eleni Triantafillou, Tyler Zhu, Vincent Dumoulin et al. · arXiv (Cornell University) · 2019 · 73 citations · Full text

Computing, Computer Science, Data Mining +9