Emmanuel Bengio
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning, Neural Networks and Applications, Generative Adversarial Networks and Image Synthesis, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- A closer look at memorization in deep networks(2017)
- → Combining modality specific deep neural networks for emotion recognition in video(2013)381 cited
- → Conditional Computation in Neural Networks for faster models(2015)151 cited
- Deep Nets Don't Learn via Memorization(2017)
- → Independently Controllable Factors(2017)51 cited
- → Flow Network based Generative Models for Non-Iterative Diverse Candidate\n Generation(2021)49 cited
- → Disentangling the independently controllable factors of variation by interacting with the world(2018)45 cited
- → Independently Controllable Features(2017)38 cited