Aaron Courville

Generative adversarial networks

Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. · Communications of the ACM · 2020 · 13.6K citations · Full text

Computing, Computer Science, Computer Graphics +10

Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

Kelvin Xu, Jimmy Ba, Ryan Kiros et al. · arXiv (Cornell University) · 2015 · 7.5K citations · Full text

Computing, Computer Science, Computer Vision +15

Brain tumor segmentation with Deep Neural Networks

Mohammad Havaei, Axel Davy, David Warde-Farley et al. · Medical Image Analysis · 2016 · 3.2K citations · Full text

Medicine, Oncology, Radiology +14

Why Does Unsupervised Pre-training Help Deep Learning?

Dumitru Erhan, Aaron Courville, Yoshua Bengio et al. · 2010 · 2.1K citations

Computing, Computer Science, Machine Learning +6

Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Yoshua Bengio, Nicholas Léonard, Aaron Courville · arXiv (Cornell University) · 2013 · 2K citations · Full text

Computing, Computer Science, Machine Learning +16