Guillaume Desjardins

Overcoming catastrophic forgetting in neural networks

James Kirkpatrick, Razvan Pascanu, Neil C. Rabinowitz et al. · Proceedings of the National Academy of Sciences · 2017 · 6.7K citations · Full text

Artificial Intelligence, Learning Problem, Cognitive Science +15

Progressive Neural Networks

Andrei A. Rusu, Neil C. Rabinowitz, Guillaume Desjardins et al. · arXiv (Cornell University) · 2016 · 1.1K citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +19

Theano: A CPU and GPU Math Compiler in Python

James Bergstra, Olivier Breuleux, Frédéric Bastien et al. · Proceedings of the Python in Science Conferences · 2010 · 1.1K citations · Full text

Engineering, Machine Learning, Python Modules +18

Combining modality specific deep neural networks for emotion recognition in video

Samira Ebrahimi Kahou, Christopher Pal, Xavier Bouthillier et al. · 2013 · 381 citations

Engineering, Machine Learning, Wild Challenge +16

Understanding disentangling in $\beta$-VAE

Christopher Burgess, Irina Higgins, Arka Pal et al. · arXiv (Cornell University) · 2018 · 280 citations · Full text