Alain, Guillaume

6 publications

ICLR 2017 Understanding Intermediate Layers Using Linear Classifier Probes Guillaume Alain, Yoshua Bengio

ICLR 2015 Techniques for Learning Binary Stochastic Feedforward Neural Networks Tapani Raiko, Mathias Berglund, Guillaume Alain, Laurent Dinh

ICML 2014 Deep Generative Stochastic Networks Trainable by Backprop Yoshua Bengio, Eric Laufer, Guillaume Alain, Jason Yosinski

JMLR 2014 What Regularized Auto-Encoders Learn from the Data-Generating Distribution Guillaume Alain, Yoshua Bengio

NeurIPS 2013 Generalized Denoising Auto-Encoders as Generative Models Yoshua Bengio, Li Yao, Guillaume Alain, Pascal Vincent

ICLR 2013 Regularized Auto-Encoders Estimate Local Statistics Guillaume Alain, Yoshua Bengio, Salah Rifai