Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond

May 13, 2020
Zhuosheng Zhang, Hai Zhao, Rui Wang

* 51 pages 

  Access Model/Code and Paper

Aortic Pressure Forecasting with Deep Sequence Learning

May 12, 2020
Rui Wang, Eliza Huang, Uma Chandrasekaran, Rose Yu

  Access Model/Code and Paper

Syntax-aware Data Augmentation for Neural Machine Translation

Apr 29, 2020
Sufeng Duan, Hai Zhao, Dongdong Zhang, Rui Wang

  Access Model/Code and Paper

Multi-Domain Dialogue Acts and Response Co-Generation

Apr 26, 2020
Kai Wang, Junfeng Tian, Rui Wang, Xiaojun Quan, Jianxing Yu

* To appear at ACL 2020 

  Access Model/Code and Paper

Relational Graph Attention Network for Aspect-based Sentiment Analysis

Apr 26, 2020
Kai Wang, Weizhou Shen, Yunyi Yang, Xiaojun Quan, Rui Wang

* To appear at ACL 2020 

  Access Model/Code and Paper

Neural Topic Modeling with Bidirectional Adversarial Training

Apr 26, 2020
Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu

* To appear at ACL2020 

  Access Model/Code and Paper

Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation

Apr 21, 2020
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao

* Accepted to ACL 2020 

  Access Model/Code and Paper

Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions

Apr 13, 2020
Rui Wang, Joel Lehman, Aditya Rawal, Jiale Zhi, Yulun Li, Jeff Clune, Kenneth O. Stanley

* 23 pages, 14 figures 

  Access Model/Code and Paper

SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space

Apr 12, 2020
Ao Liu, Guangquan Xu, Dexiang Zhou, Xi Zheng, Jianting Ning, Rui Wang, Hao Wang, Hong-Ning Dai, Xiaojiang Du

* 19 pages, 9 figures, submitted to European Symposium on Research in Computer Security 2020 

  Access Model/Code and Paper

Self Punishment and Reward Backfill for Deep Q-Learning

Apr 10, 2020
Mohammad Reza Bonyadi, Rui Wang, Maryam Ziaei

  Access Model/Code and Paper

Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios

Apr 09, 2020
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao

  Access Model/Code and Paper

Deep Manifold Prior

Apr 08, 2020
Matheus Gadelha, Rui Wang, Subhransu Maji

* 22 pages, 12 figures 

  Access Model/Code and Paper

Explicit Reordering for Neural Machine Translation

Apr 08, 2020
Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita

  Access Model/Code and Paper

Learning Generative Models of Shape Handles

Apr 06, 2020
Matheus Gadelha, Giorgio Gori, Duygu Ceylan, Radomir Mech, Nathan Carr, Tamy Boubekeur, Rui Wang, Subhransu Maji

* 11 pages, 11 figures, accepted do CVPR 2020 

  Access Model/Code and Paper

Reference Language based Unsupervised Neural Machine Translation

Apr 05, 2020
Zuchao Li, Hai Zhao, Rui Wang, Masao Utiyama, Eiichiro Sumita

  Access Model/Code and Paper

Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions

Mar 30, 2020
Matheus Gadelha, Aruni RoyChowdhury, Gopal Sharma, Evangelos Kalogerakis, Liangliang Cao, Erik Learned-Miller, Rui Wang, Subhransu Maji

* 18 pages, 5 figures 

  Access Model/Code and Paper

D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry

Mar 28, 2020
Nan Yang, Lukas von Stumberg, Rui Wang, Daniel Cremers

* CVPR 2020 

  Access Model/Code and Paper

Fiber: A Platform for Efficient Development and Distributed Training for Reinforcement Learning and Population-Based Methods

Mar 25, 2020
Jiale Zhi, Rui Wang, Jeff Clune, Kenneth O. Stanley

  Access Model/Code and Paper

Semi-Supervised Neural Architecture Search

Mar 09, 2020
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

* Code available at https://github.com/renqianluo/SemiNAS 

  Access Model/Code and Paper

Incorporating Symmetry into Deep Dynamics Models for Improved Generalization

Mar 08, 2020
Rui Wang, Robin Walters, Rose Yu

  Access Model/Code and Paper

Fake Generated Painting Detection via Frequency Analysis

Mar 05, 2020
Yong Bai, Yuanfang Guo, Jinjie Wei, Lin Lu, Rui Wang, Yunhong Wang

* 5 pages, 6 figures 

  Access Model/Code and Paper

Modeling Future Cost for Neural Machine Translation

Feb 28, 2020
Chaoqun Duan, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Conghui Zhu, Tiejun Zhao

  Access Model/Code and Paper

Robust Unsupervised Neural Machine Translation with Adversarial Training

Feb 28, 2020
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao

  Access Model/Code and Paper

Estimating Q(s,s') with Deep Deterministic Dynamics Gradients

Feb 21, 2020
Ashley D. Edwards, Himanshu Sahni, Rosanne Liu, Jane Hung, Ankit Jain, Rui Wang, Adrien Ecoffet, Thomas Miconi, Charles Isbell, Jason Yosinski

  Access Model/Code and Paper

Deep Audio-Visual Learning: A Survey

Jan 14, 2020
Hao Zhu, Mandi Luo, Rui Wang, Aihua Zheng, Ran He

  Access Model/Code and Paper

Explicit Sentence Compression for Neural Machine Translation

Dec 27, 2019
Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, Hai Zhao

* Working in progress, part of this work is accepted in AAAI-2020 

  Access Model/Code and Paper