Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise

May 20, 2020
Yue Wang, Shaofeng Zou

* UAI 2020 

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Radar-on-Lidar: metric radar localization on prior lidar maps

May 10, 2020
Huan Yin, Yue Wang, Li Tang, Rong Xiong

* Accept by IEEE RCAR 2020 

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SmartExchange: Trading Higher-cost Memory Storage/Access for Lower-cost Computation

May 08, 2020
Yang Zhao, Xiaohan Chen, Yue Wang, Chaojian Li, Haoran You, Yonggan Fu, Yuan Xie, Zhangyang Wang, Yingyan Lin

* Accepted by 47th International Symposium on Computer Architecture (ISCA'2020) 

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Learning hierarchical behavior and motion planning for autonomous driving

May 08, 2020
Jingke Wang, Yue Wang, Dongkun Zhang, Yezhou Yang, Rong Xiong


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Generating Persona-Consistent Dialogue Responses Using Deep Reinforcement Learning

Apr 30, 2020
Mohsen Mesgar, Edwin Simpson, Yue Wang, Iryna Gurevych


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VD-BERT: A Unified Vision and Dialog Transformer with BERT

Apr 29, 2020
Yue Wang, Shafiq Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi

* 15 pages, 7 figures, 4 tables 

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Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?

Mar 25, 2020
Yonglong Tian, Yue Wang, Dilip Krishnan, Joshua B. Tenenbaum, Phillip Isola

* First two authors contributed equally. Code: http://github.com/WangYueFt/rfs/ 

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Globally optimal consensus maximization for robust visual inertial localization in point and line map

Mar 25, 2020
Yanmei Jiao, Yue Wang, Bo Fu, Qimeng Tan, Lei Chen, Shoudong Huang, Rong Xiong


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Watch your back: Backdoor Attacks in Deep Reinforcement Learning-based Autonomous Vehicle Control Systems

Mar 17, 2020
Yue Wang, Esha Sarkar, Michail Maniatakos, Saif Eddin Jabari


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When Relation Networks meet GANs: Relation GANs with Triplet Loss

Mar 17, 2020
Runmin Wu, Kunyao Zhang, Lijun Wang, Yue Wang, Pingping Zhang, Huchuan Lu, Yizhou Yu

* 13 pages 

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A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision

Mar 02, 2020
Hongjie Wang, Yang Zhao, Chaojian Li, Yue Wang, Yingyan Lin

* Accepted by the IEEE International Symposium on Circuits and Systems 2020 (ISCAS'2020) 

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DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architectures

Feb 26, 2020
Yang Zhao, Chaojian Li, Yue Wang, Pengfei Xu, Yongan Zhang, Yingyan Lin

* Accepted by 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'2020) 

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COKE: Communication-Censored Kernel Learning for Decentralized Non-parametric Learning

Jan 28, 2020
Ping Xu, Yue Wang, Xiang Chen, Tian Zhi


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Cellular Decomposition for Non-repetitive Coverage Task with Minimum Discontinuities

Jan 27, 2020
Tong Yang, Jaime Valls Miro, Qianen Lai, Yue Wang, Rong Xiong


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AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs

Jan 06, 2020
Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin

* Accepted by 28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA'2020) 

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DAF-NET: a saliency based weakly supervised method of dual attention fusion for fine-grained image classification

Jan 04, 2020
ZiChao Dong, JiLong Wu, TingTing Ren, Yue Wang, MengYing Ge

* arXiv admin note: text overlap with arXiv:1809.00287 by other authors 

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Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference

Jan 03, 2020
Jianghao Shen, Yonggan Fu, Yue Wang, Pengfei Xu, Zhangyang Wang, Yingyan Lin


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Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation

Dec 19, 2019
Zichen Zhang, Qingfeng Lan, Lei Ding, Yue Wang, Negar Hassanpour, Russell Greiner

* NeurIPS 2019 Workshop on "Do the right thing": machine learning and causal inference for improved decision making 

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E2-Train: Training State-of-the-art CNNs with Over 80% Energy Savings

Dec 06, 2019
Yue Wang, Ziyu Jiang, Xiaohan Chen, Pengfei Xu, Yang Zhao, Yingyan Lin, Zhangyang Wang


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DeepGoal: Learning to Drive with driving intention from Human Control Demonstration

Nov 28, 2019
Huifang Ma, Yue Wang, Rong Xiong, Sarath Kodagoda, Li Tang


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Class-Conditional Domain Adaptation on Semantic Segmentation

Nov 28, 2019
Yue Wang, Yuke Li, James H. Elder, Runmin Wu, Huchuan Lu


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Weakly-Supervised Road Affordances Inference and Learning in Scenes without Traffic Signs

Nov 27, 2019
Huifang Ma, Yue Wang, Rong Xiong, Sarath Kodagoda, Qianhui Luo


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Generative Temporal Link Prediction via Self-tokenized Sequence Modeling

Nov 26, 2019
Yue Wang, Chenwei Zhang, Shen Wang, Philip S. Yu, Lu Bai, Lixin Cui, Guandong Xu


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E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy

Nov 06, 2019
Yue Wang, Ziyu Jiang, Xiaohan Chen, Pengfei Xu, Yang Zhao, Yingyan Lin, Zhangyang Wang


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