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Zhe Wang

Beijing University of Posts and Telecommunications

FLAVA: Find, Localize, Adjust and Verify to Annotate LiDAR-Based Point Clouds

Nov 20, 2020
Tai Wang, Conghui He, Zhe Wang, Jianping Shi, Dahua Lin

* Full technical report for the UIST 2020 Poster version 

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Game Plan: What AI can do for Football, and What Football can do for AI

Nov 18, 2020
Karl Tuyls, Shayegan Omidshafiei, Paul Muller, Zhe Wang, Jerome Connor, Daniel Hennes, Ian Graham, William Spearman, Tim Waskett, Dafydd Steele, Pauline Luc, Adria Recasens, Alexandre Galashov, Gregory Thornton, Romuald Elie, Pablo Sprechmann, Pol Moreno, Kris Cao, Marta Garnelo, Praneet Dutta, Michal Valko, Nicolas Heess, Alex Bridgland, Julien Perolat, Bart De Vylder, Ali Eslami, Mark Rowland, Andrew Jaegle, Remi Munos, Trevor Back, Razia Ahamed, Simon Bouton, Nathalie Beauguerlange, Jackson Broshear, Thore Graepel, Demis Hassabis


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Learning Time Reduction Using Warm Start Methods for a Reinforcement Learning Based Supervisory Control in Hybrid Electric Vehicle Applications

Oct 27, 2020
Bin Xu, Jun Hou, Junzhe Shi, Huayi Li, Dhruvang Rathod, Zhe Wang, Zoran Filipi


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Energy Consumption and Battery Aging Minimization Using a Q-learning Strategy for a Battery/Ultracapacitor Electric Vehicle

Oct 27, 2020
Bin Xu, Junzhe Shi, Sixu Li, Huayi Li, Zhe Wang


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The Detection of Thoracic Abnormalities ChestX-Det10 Challenge Results

Oct 22, 2020
Jie Lian, Jingyu Liu, Yizhou Yu, Mengyuan Ding, Yaoci Lu, Yi Lu, Jie Cai, Deshou Lin, Miao Zhang, Zhe Wang, Kai He, Yijie Yu


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Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference

Aug 24, 2020
Xiaohong Liu, Kangdi Shi, Zhe Wang, Jun Chen

* 13 pages, 14 figures, submitted to IEEE Transactions on Image Processing 

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COLD: Towards the Next Generation of Pre-Ranking System

Aug 17, 2020
Zhe Wang, Liqin Zhao, Biye Jiang, Guorui Zhou, Xiaoqiang Zhu, Kun Gai

* accepted by DLP-KDD 2020 

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Spectral Algorithms for Community Detection in Directed Networks

Aug 09, 2020
Zhe Wang, Yingbin Liang, Pengsheng Ji

* Journal of Machine Learning Research 2020, to appear 

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Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation

Aug 04, 2020
Hui Zhou, Xinge Zhu, Xiao Song, Yuexin Ma, Zhe Wang, Hongsheng Li, Dahua Lin

* Source code: https://github.com/xinge008/Cylinder3D 

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Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction

Jun 29, 2020
Pi Qi, Xiaoqiang Zhu, Guorui Zhou, Yujing Zhang, Zhe Wang, Lejian Ren, Ying Fan, Kun Gai


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Weak Supervision and Referring Attention for Temporal-Textual Association Learning

Jun 27, 2020
Zhiyuan Fang, Shu Kong, Zhe Wang, Charless Fowlkes, Yezhou Yang

* 12 pages, 6 figures 

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Enhanced First and Zeroth Order Variance Reduced Algorithms for Min-Max Optimization

Jun 17, 2020
Tengyu Xu, Zhe Wang, Yingbin Liang, H. Vincent Poor

* 43 pages, 6 figures 

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ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization

Jun 12, 2020
Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li

* 25 pages, 4 figures 

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Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs

Jun 12, 2020
Xunpeng Huang, Hao Zhou, Runxin Xu, Zhe Wang, Lei Li

* 25 pages, 3 figures, 2 tables 

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Resisting the Distracting-factors in Pedestrian Detection

May 15, 2020
Zhe Wang, Jun Wang, Yezhou Yang

* 17 pages, 5 figures 

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ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language

May 15, 2020
Zhe Wang, Zhiyuan Fang, Jun Wang, Yezhou Yang

* 18 pages, 6 figures 

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Non-asymptotic Convergence Analysis of Two Time-scale (Natural) Actor-Critic Algorithms

May 08, 2020
Tengyu Xu, Zhe Wang, Yingbin Liang

* The results of this paper were initially submitted for publication in February 2020 

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Improving Sample Complexity Bounds for Actor-Critic Algorithms

Apr 28, 2020
Tengyu Xu, Zhe Wang, Yingbin Liang

* 30 pages, 0 figure 

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Differential Network Learning Beyond Data Samples

Apr 24, 2020
Arshdeep Sekhon, Beilun Wang, Zhe Wang, Yanjun Qi

* 9 pages of main draft; 25 pages of Appendix; 5 Tables ; 14 Figures ; Learning of Structure Difference between Two Graphical Models 

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Hercules: An Autonomous Logistic Vehicle for Contact-less Goods Transportation During the COVID-19 Outbreak

Apr 16, 2020
Tianyu Liu, Qinghai Liao, Lu Gan, Fulong Ma, Jie Cheng, Xupeng Xie, Zhe Wang, Yingbing Chen, Yilong Zhu, Shuyang Zhang, Zhengyong Chen, Yang Liu, Yang Yu, Zitong Guo, Guang Li, Peidong Yuan, Dong Han, Yuying Chen, Haoyang Ye, Jianhao Jiao, Peng Yun, Zhenhua Xu, Hengli Wang, Huaiyang Huang, Sukai Wang, Peide Cai, Yuxiang Sun, Yandong Liu, Lujia Wang, Ming Liu


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AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching

Apr 09, 2020
Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi

* 18 pages, 5 figures, 5 tables 

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Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation

Apr 07, 2020
Zhe Wang, Daeyun Shin, Charless C. Fowlkes

* http://wangzheallen.github.io/cross-dataset-generalization 

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Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization

Feb 26, 2020
Yi Zhou, Zhe Wang, Kaiyi Ji, Yingbin Liang, Vahid Tarokh


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Hierarchical Transformer Network for Utterance-level Emotion Recognition

Feb 18, 2020
QingBiao Li, ChunHua Wu, KangFeng Zheng, Zhe Wang

* 7 pages 

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SegVoxelNet: Exploring Semantic Context and Depth-aware Features for 3D Vehicle Detection from Point Cloud

Feb 13, 2020
Hongwei Yi, Shaoshuai Shi, Mingyu Ding, Jiankai Sun, Kui Xu, Hui Zhou, Zhe Wang, Sheng Li, Guoping Wang

* Accepted by ICRA2020 

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