Denis Yarats

Convolutional Sequence to Sequence Learning

Jonas Gehring, Michael Auli, David Grangier et al. · arXiv (Cornell University) · 2017 · 1.9K citations · Full text

Natural Language Processing, Sequence Modelling, Engineering +13

Convolutional Sequence to Sequence Learning

Jonas Gehring, Michael Auli, David Grangier et al. · International Conference on Machine Learning · 2017 · 1.3K citations

Natural Language Processing, Sequence Modelling, Engineering +13

Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels

Ilya Kostrikov, Denis Yarats, Rob Fergus · arXiv (Cornell University) · 2020 · 135 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Improving Sample Efficiency in Model-Free Reinforcement Learning from Images

Denis Yarats, Amy Zhang, Ilya Kostrikov et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 121 citations · Full text

Artificial Intelligence, Image Reconstruction, Engineering +17

Generalized Inner Loop Meta-Learning

Edward Grefenstette, Brandon Amos, Denis Yarats et al. · arXiv (Cornell University) · 2019 · 88 citations · Full text

Artificial Intelligence, Model Optimization, Engineering +10