Elman Mansimov

Unsupervised Learning of Video Representations using LSTMs

Nitish Srivastava, Elman Mansimov, Ruslan Salakhudinov · arXiv (Cornell University) · 2015 · 1.7K citations · Full text

Video Representations, Machine Vision, Machine Learning +14

Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation

Yuhuai Wu, Elman Mansimov, S. Matthew Liao et al. · arXiv (Cornell University) · 2017 · 470 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement

Jason Lee, Elman Mansimov, Kyunghyun Cho · 2018 · 390 citations · Full text

Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation

Yuhuai Wu, Elman Mansimov, Roger Grosse et al. · Neural Information Processing Systems · 2017 · 92 citations

Artificial Intelligence, Engineering, Machine Learning +16

Masked graph modeling for molecule generation

Omar Mahmood, Elman Mansimov, Richard Bonneau et al. · Nature Communications · 2021 · 77 citations · Full text