Mansimov, Elman
- Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation
2017/08/17 by Yuhuai Wu, Wu, Yuhuai, Elman Mansimov +7 · 30 citations
Computer Science · Engineering · #Adaptive Dynamic Programming Control #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Unsupervised Learning of Video Representations using LSTMs
2015/02/16 by Srivastava, Nitish, Mansimov, Elman, Salakhutdinov, Ruslan · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
2018/02/19 by Jason Lee, Lee, Jason, Elman Mansimov +3 · 9 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning and Data Classification
- Generating Images from Captions with Attention
2015/11/09 by Mansimov, Elman, Parisotto, Emilio, Ba, Jimmy Lei +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
2021/09/29 by Yixuan Su, Su, Yixuan, Lei Shu +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Topic Modeling
- Label Semantic Aware Pre-training for Few-shot Text Classification
2022/04/14 by Mueller, Aaron, Krone, Jason, Romeo, Salvatore +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
2022/12/20 by Raphael Shu, Shu, Raphael, Elman Mansimov +15 · 2 citations
Computer Science · #Advanced Software Engineering Methodologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
- Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
2024/01/10 by Dennis Ulmer, Elman Mansimov, Ulmer, Dennis +9 · 1 voice · 2 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
- A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models
2019/05/29 by Mansimov, Elman, Wang, Alex, Welleck, Sean +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Towards End-to-End In-Image Neural Machine Translation
2020/10/20 by Mansimov, Elman, Stern, Mitchell, Chen, Mia +3 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Measuring and Reducing Model Update Regression in Structured Prediction for NLP
2022/02/07 by Cai, Deng, Mansimov, Elman, Lai, Yi-An +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion
2023/02/04 by Lai, Yi-An, Mansimov, Elman, Xie, Yuqing +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Study on Leveraging Search and Self-Feedback for Agent Reasoning
2025/02/17 by K, Karthikeyan, Yuan, Michelle, Mansimov, Elman +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences