Razvan Pascanu
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Neural Networks and Applications, Reinforcement Learning in Robotics, Multimodal Machine Learning Applications, Advanced Neural Network Applications
Most-Cited Works
- → Overcoming catastrophic forgetting in neural networks(2017)6,810 cited
- → On the difficulty of training Recurrent Neural Networks(2012)3,783 cited
- → Progressive Neural Networks(2016)1,136 cited
- → Theano: A CPU and GPU Math Compiler in Python(2010)1,055 cited
- → Theano: new features and speed improvements(2012)1,038 cited
- → Vector-based navigation using grid-like representations in artificial agents(2018)717 cited
- How to Construct Deep Recurrent Neural Networks(2014)
- → Interaction Networks for Learning about Objects, Relations and Physics(2016)576 cited
- → On the Number of Linear Regions of Deep Neural Networks(2014)570 cited
- → A simple neural network module for relational reasoning(2017)501 cited