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Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World


Mar 30, 2021
Florian Laurent, Manuel Schneider, Christian Scheller, Jeremy Watson, Jiaoyang Li, Zhe Chen, Yi Zheng, Shao-Hung Chan, Konstantin Makhnev, Oleg Svidchenko, Vladimir Egorov, Dmitry Ivanov, Aleksei Shpilman, Evgenija Spirovska, Oliver Tanevski, Aleksandar Nikov, Ramon Grunder, David Galevski, Jakov Mitrovski, Guillaume Sartoretti, Zhiyao Luo, Mehul Damani, Nilabha Bhattacharya, Shivam Agarwal, Adrian Egli, Erik Nygren, Sharada Mohanty

* 28 pages, 8 figures 

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Dynamic Attention guided Multi-Trajectory Analysis for Single Object Tracking


Mar 30, 2021
Xiao Wang, Zhe Chen, Jin Tang, Bin Luo, Yaowei Wang, Yonghong Tian, Feng Wu

* Accepted by IEEE T-CSVT 2021 

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Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization


Mar 22, 2021
Zhe Chen, Wenhai Wang, Enze Xie, Tong Lu, Ping Luo

* 10 pages, 9 figures 

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Symmetry Breaking for k-Robust Multi-Agent Path Finding


Feb 17, 2021
Zhe Chen, Daniel Harabor, Jiaoyang Li, Peter J. Stuckey

* 8 pages. Accepted by Thirty-Fifth AAAI Conference on Artificial Intelligence 

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Recent Progress in Appearance-based Action Recognition


Nov 25, 2020
Jack Humphreys, Zhe Chen, Dacheng Tao


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CL-MAPF: Multi-Agent Path Finding for Car-Like Robots with Kinematic and Spatiotemporal Constraints


Nov 01, 2020
Licheng Wen, Zhen Zhang, Zhe Chen, Xiangrui Zhao, Yong Liu


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Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems


Aug 17, 2020
Zhe Chen, Yuyan Wang, Dong Lin, Derek Zhiyuan Cheng, Lichan Hong, Ed H. Chi, Claire Cui

* 9 pages 

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Invertible Neural BRDF for Object Inverse Rendering


Aug 11, 2020
Zhe Chen, Shohei Nobuhara, Ko Nishino

* accepted to ECCV 2020 as spotlight 

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Block Shuffle: A Method for High-resolution Fast Style Transfer with Limited Memory


Aug 09, 2020
Weifeng Ma, Zhe Chen, Caoting Ji

* 12 pages, 12 figures 

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Model-Free Voltage Regulation of Unbalanced Distribution Network Based on Surrogate Model and Deep Reinforcement Learning


Jun 24, 2020
Di Cao, Junbo Zhao, Weihao Hu, Fei Ding, Qi Huang, Zhe Chen, Frede Blaabjerg

* 8 pages, 10 figures 

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Condensing Two-stage Detection with Automatic Object Key Part Discovery


Jun 23, 2020
Zhe Chen, Jing Zhang, Dacheng Tao


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Distributed Voltage Regulation of Active Distribution System Based on Enhanced Multi-agent Deep Reinforcement Learning


May 31, 2020
Di Cao, Junbo Zhao, Weihao Hu, Fei Ding, Qi Huang, Zhe Chen

* 8 pages, 10 figures 

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Towards High Performance Human Keypoint Detection


Feb 03, 2020
Jing Zhang, Zhe Chen, Dacheng Tao

* 20pages, 11 figures. The source code will be released at https://github.com/chaimi2013/CCM 

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A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection


Dec 15, 2019
Zhe Chen, Wanli Ouyang, Tongliang Liu, Dacheng Tao


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Human Keypoint Detection by Progressive Context Refinement


Oct 27, 2019
Jing Zhang, Zhe Chen, Dacheng Tao

* Technical Report for "Joint COCO and MapillaryWorkshop at ICCV 2019: COCO Keypoint Detection Challenge Track" 

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Transition Subspace Learning based Least Squares Regression for Image Classification


May 14, 2019
Zhe Chen, Xiao-Jun Wu, Josef Kittler


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Low-Rank Discriminative Least Squares Regression for Image Classification


Apr 16, 2019
Zhe Chen, Xiao-Jun Wu, Josef Kittler


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Progressive LiDAR Adaptation for Road Detection


Apr 02, 2019
Zhe Chen, Jing Zhang, Dacheng Tao


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Non-negative representation based discriminative dictionary learning for face recognition


Mar 19, 2019
Zhe Chen, Xiao-Jun Wu, Josef Kittler


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Fisher Discriminative Least Square Regression with Self-Adaptive Weighting for Face Recognition


Mar 19, 2019
Zhe Chen, Xiao-Jun Wu, Josef Kittler


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An Experimental Survey on Correlation Filter-based Tracking


Sep 18, 2015
Zhe Chen, Zhibin Hong, Dacheng Tao

* 13 pages, 25 figures 

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Nonparametric Estimation of Band-limited Probability Density Functions


Jun 29, 2015
Rahul Agarwal, Zhe Chen, Sridevi V. Sarma


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A Nonparametric Bayesian Approach to Uncovering Rat Hippocampal Population Codes During Spatial Navigation


Nov 27, 2014
Scott W. Linderman, Matthew J. Johnson, Matthew A. Wilson, Zhe Chen


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Accelerating and Evaluation of Syntactic Parsing in Natural Language Question Answering Systems


Mar 10, 2009
Zhe Chen, Dunwei Wen

* 7 pages, International Conference on Artificial Intelligence (ICAI'07) 

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Heuristic Reasoning on Graph and Game Complexity of Sudoku


Mar 09, 2009
Zhe Chen

* 6 pages, 2 figures 

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