Elman Mansimov
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Speech and dialogue systems, Machine Learning in Materials Science, Reinforcement Learning in Robotics
Most-Cited Works
- → Unsupervised Learning of Video Representations using LSTMs(2015)1,663 cited
- → Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation(2017)470 cited
- → Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement(2018)391 cited
- → Masked graph modeling for molecule generation(2021)79 cited
- → Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System(2022)76 cited
- → Generating Images from Captions with Attention(2015)74 cited
- → A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models(2019)46 cited
- → Label Semantic Aware Pre-training for Few-shot Text Classification(2022)33 cited