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Elman Mansimov | Researchclopedia

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Elman Mansimov

42

Works

3,114

Citations

12

h-index

14

i10-index

Research Topics

Topic Modeling Natural Language Processing Techniques Speech and dialogue systems

Affiliations

Supélec2018–2021

Amazon (United States)2021–2022

University of Waterloo2023–2023

University of Applied Sciences and Arts of Southern Switzerland2018–2021

Chinese University of Hong Kong2022–2022

Top Works

Unsupervised Learning of Video Representations using LSTMs

Nitish Srivastava,Elman Mansimov,et al.

20151,663 citations

Machine Learning in Materials Science

Reinforcement Learning in Robotics

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

Yuhuai Wu,Elman Mansimov,et al.

2017470 citations

Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement

Jason Lee,Elman Mansimov,et al.

2018391 citations

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

Yuhuai Wu,Elman Mansimov,et al.

201792 citations

Masked graph modeling for molecule generation

Omar Mahmood,Elman Mansimov,et al.

202179 citations

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System

Yixuan Su,Lei Shu,et al.

202276 citations

Generating Images from Captions with Attention

Elman Mansimov,Emilio Parisotto,et al.

201574 citations

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System

Yixuan Su,Lei Shu,et al.

202157 citations

A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models

Elman Mansimov,Alex Wang,et al.

201946 citations