Razvan Pascanu

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

On the difficulty of training Recurrent Neural Networks

Razvan Pascanu, Tomáš Mikolov, Yoshua Bengio · arXiv (Cornell University) · 2012 · 3.8K citations · Full text

Vanishing Gradients Problem, Geometric Learning, Engineering +16

Relational inductive biases, deep learning, and graph networks

Peter Battaglia, Jessica B. Hamrick, Victor Bapst et al. · arXiv (Cornell University) · 2018 · 2.4K citations · Full text

Artificial Intelligence, Large Ai Model, Cognitive Science +14

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