Concepedia

Guillaume Alain

GA

14

Publications

1.4K

Citations

14

H-Index

2004

Active since

Affiliations

Université de Montréal(Current)

Cornell University

Aalto University

Guillaume Alain is an author at Université de Montréal specializing in engineering, deep learning, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningPattern RecognitionSupervised LearningStatisticsMachine VisionInverse Problems

Publications per year

2004–2019

14

Publications

14

What Regularized Auto-Encoders Learn from the Data Generating Distribution

Guillaume Alain, Yoshua Bengio · 2013 · 250 citations · Full text

Deep Generative Stochastic Networks Trainable by Backprop

Yoshua Bengio, Eric Laufer, Guillaume Alain et al. · arXiv (Cornell University) · 2013 · 239 citations · Full text

Artificial Intelligence, Generative System, Engineering +11

Generalized Denoising Auto-Encoders as Generative Models

Yoshua Bengio, Li Yao, Guillaume Alain et al. · arXiv (Cornell University) · 2013 · 209 citations · Full text

Engineering, Machine Learning, Autoencoders +16

Understanding intermediate layers using linear classifier probes

Guillaume Alain, Yoshua Bengio · arXiv (Cornell University) · 2016 · 117 citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +18

Deep Generative Stochastic Networks Trainable by Backprop

Yoshua Bengio, Éric Thibodeau-Laufer, Guillaume Alain et al. · arXiv (Cornell University) · 2013 · 108 citations · Full text

Rows per page

1–5 of 14