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Relate and Predict: Structure-Aware Prediction with Jointly Optimized Neural DAG


Mar 03, 2021
Arshdeep Sekhon, Zhe Wang, Yanjun Qi

* 8 pages, 6 figures, version appeared in ICML Workshop 2020 Graph Representation Learning and Beyond (GRL+) 

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Network Pruning via Resource Reallocation


Mar 02, 2021
Yuenan Hou, Zheng Ma, Chunxiao Liu, Zhe Wang, Chen Change Loy

* 12 pages, 11 figures, 7 tables 

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FFConv: Fast Factorized Neural Network Inference on Encrypted Data


Feb 06, 2021
Yuxiao Lu, Jie Lin, Chao Jin, Zhe Wang, Khin Mi Mi Aung, Xiaoli Li

* 9 pages, 4 figures 

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PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection


Jan 31, 2021
Shaoshuai Shi, Li Jiang, Jiajun Deng, Zhe Wang, Chaoxu Guo, Jianping Shi, Xiaogang Wang, Hongsheng Li

* Code will be available at https://github.com/open-mmlab/OpenPCDet. arXiv admin note: text overlap with arXiv:1912.13192 

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Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy


Dec 29, 2020
Shuang Xu, Lizhen Ji, Zhe Wang, Pengfei Li, Kai Sun, Chunxia Zhang, Jiangshe Zhang

* IEEE Transactions on Computational Imaging, vol. 6, pp. 1561-1570, 2020 

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Multi-Modality Cut and Paste for 3D Object Detection


Dec 23, 2020
Wenwei Zhang, Zhe Wang, Chen Change Loy

* Technical Report 

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Cross-Layer Distillation with Semantic Calibration


Dec 06, 2020
Defang Chen, Jian-Ping Mei, Yuan Zhang, Can Wang, Zhe Wang, Yan Feng, Chun Chen

* AAAI-2021 

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A Multi-intersection Vehicular Cooperative Control based on End-Edge-Cloud Computing


Dec 01, 2020
Mingzhi Jiang, Tianhao Wu, Zhe Wang, Yi Gong, Lin Zhang, Ren Ping Liu


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Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving


Nov 27, 2020
Zhenxun Yuan, Xiao Song, Lei Bai, Wengang Zhou, Zhe Wang, Wanli Ouyang


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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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