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Aaron Courville | Researchclopedia

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Aaron Courville

378

Works

82,990

Citations

77

h-index

179

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Topic Modeling Multimodal Machine Learning Applications

Affiliations

Canadian Institute for Advanced Research2015–2020

Google (United States)2020–2021

Université de Sherbrooke2015–2015

University of Waterloo2018–2018

University of Toronto2002–2003

Top Works

Generative adversarial networks

Ian Goodfellow,Jean Pouget-Abadie,et al.

202013,045 citations

Generative Adversarial Networks and Image Synthesis

Natural Language Processing Techniques

Representation Learning: A Review and New Perspectives

Yoshua Bengio,Aaron Courville,et al.

201312,739 citations

Ian Goodfellow,Yoshua Bengio,et al.

20168,918 citations

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

Kelvin Xu,Jimmy Ba,et al.

20157,495 citations

Generative Adversarial Networks

Ian Goodfellow,Jean Pouget-Abadie,et al.

20144,520 citations

Brain tumor segmentation with Deep Neural Networks

Mohammad Havaei,Axel Davy,et al.

20163,188 citations

Why Does Unsupervised Pre-training Help Deep Learning?

Dumitru Erhan,Aaron Courville,et al.

20102,109 citations

Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Yoshua Bengio,Nicholas Léonard,et al.

20132,001 citations

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

Kelvin Xu,Jimmy Ba,et al.

20151,754 citations