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Graph-to-Sequence Neural Machine Translation

Sep 16, 2020
Sufeng Duan, Hai Zhao, Rui Wang


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4Seasons: A Cross-Season Dataset for Multi-Weather SLAM in Autonomous Driving

Sep 14, 2020
Patrick Wenzel, Rui Wang, Nan Yang, Qing Cheng, Qadeer Khan, Lukas von Stumberg, Niclas Zeller, Daniel Cremers

* German Conference on Pattern Recognition (GCPR 2020) 

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What leads to generalization of object proposals?

Aug 13, 2020
Rui Wang, Dhruv Mahajan, Vignesh Ramanathan


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Safe and Effective Picking Paths in Clutter given Discrete Distributions of Object Poses

Aug 11, 2020
Rui Wang, Chaitanya Mitash, Shiyang Lu, Daniel Boehm, Kostas E. Bekris

* 8 pages. Accepted to International Conference on Intelligent Robots and Systems (IROS) 2020 

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Learning Centric Power Allocation for Edge Intelligence

Jul 21, 2020
Shuai Wang, Rui Wang, Qi Hao, Yik-Chung Wu, H. Vincent Poor

* 6 pages, 7 figures, in Proc. IEEE ICC 2020, Wireless Communications Symposium, Jun. 2020. arXiv admin note: substantial text overlap with arXiv:1911.04922 

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DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF Relocalization

Jul 17, 2020
Juan Du, Rui Wang, Daniel Cremers

* ECCV 2020, sportlight 

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DeepNetQoE: Self-adaptive QoE Optimization Framework of Deep Networks

Jul 17, 2020
Rui Wang, Min Chen, Nadra Guizani, Yong Li, Hamid Gharavi, Kai Hwang


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Neural Architecture Search with GBDT

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

* Code is available at https://github.com/renqianluo/GBDT-NAS 

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Grasp State Assessment of Deformable Objects Using Visual-Tactile Fusion Perception

Jun 23, 2020
Shaowei Cui, Rui Wang, Junhang Wei, Fanrong Li, Shuo Wang

* 7 pages, 9 figures, ICRA 2020 accepted 

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Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage

Jun 22, 2020
Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Ricardo Henao, Lawrence Carin

* 20 pages, Machine Learning for Healthcare 2020 (To appear) 

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

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

* 51 pages 

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Aortic Pressure Forecasting with Deep Sequence Learning

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


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Syntax-aware Data Augmentation for Neural Machine Translation

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


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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 

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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 

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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 

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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 

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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 

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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 

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Self Punishment and Reward Backfill for Deep Q-Learning

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


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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


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Deep Manifold Prior

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

* 22 pages, 12 figures 

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Explicit Reordering for Neural Machine Translation

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


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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 

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Reference Language based Unsupervised Neural Machine Translation

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


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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 

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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 

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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


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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 

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