Is this you? Create Your Porfile
Avatar

Guillaume Alain

Université de Montréal

Network

Latest external collaboration on country level. Dive into details by clicking on the dots.

Explore More

Hotspot

Dive into the research topics where Guillaume Alain is active.

Explore More

Publication

Featured researches published by Guillaume Alain.

international conference on machine learning | 2014

Deep Generative Stochastic Networks Trainable by Backprop

Yoshua Bengio; Eric Laufer; Guillaume Alain; Jason Yosinski

neural information processing systems | 2013

Generalized Denoising Auto-Encoders as Generative Models

Yoshua Bengio; Li Yao; Guillaume Alain; Pascal Vincent

Journal of Machine Learning Research | 2014

What regularized auto-encoders learn from the data-generating distribution

Guillaume Alain; Yoshua Bengio

international conference on learning representations | 2015

Techniques for Learning Binary Stochastic Feedforward Neural Networks

Tapani Raiko; Mathias Berglund; Guillaume Alain; Laurent Dinh

arXiv: Machine Learning | 2017

Understanding intermediate layers using linear classifier probes

Guillaume Alain; Yoshua Bengio

international conference on learning representations | 2013

What Regularized Auto-Encoders Learn from the Data Generating Distribution

Guillaume Alain; Yoshua Bengio

arXiv: Machine Learning | 2015

Variance Reduction in SGD by Distributed Importance Sampling

Guillaume Alain; Alex Lamb; Chinnadhurai Sankar; Aaron C. Courville; Yoshua Bengio

Archive | 2012

Regularized Auto-Encoders Estimate Local Statistics

Guillaume Alain; Yoshua Bengio; Salah Rifai

arXiv: Learning | 2012

Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders

Yoshua Bengio; Guillaume Alain; Salah Rifai

arXiv: Learning | 2016

GSNs: generative stochastic networks

Guillaume Alain; Yoshua Bengio; Li Yao; Jason Yosinski; Eric Thibodeau-Laufer; Saizheng Zhang; Pascal Vincent

Explore More

Collaboration

Dive into the Guillaume Alain's collaboration.

Top Co-Authors
Avatar

Yoshua Bengio

Université de Montréal

View shared research outputs
Top Co-Authors
Avatar

Li Yao

Université de Montréal

View shared research outputs
Top Co-Authors
Avatar

Pascal Vincent

Université de Montréal

View shared research outputs
Top Co-Authors
Avatar

Salah Rifai

Université de Montréal

View shared research outputs
Top Co-Authors
Avatar

Jason Yosinski

Cornell University

View shared research outputs
Top Co-Authors
Avatar

Aaron C. Courville

Université de Montréal

View shared research outputs
Top Co-Authors
Avatar

Alex Lamb

Université de Montréal

View shared research outputs
Top Co-Authors
Avatar

Eric Laufer

Université de Montréal

View shared research outputs
Top Co-Authors
Avatar

Eric Thibodeau-Laufer

Université de Montréal

View shared research outputs
Top Co-Authors
Avatar

Laurent Dinh

Université de Montréal

View shared research outputs
Explore More
Researchain Logo
Decentralizing Knowledge