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Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones


Mar 10, 2021
Cheng Cui, Ruoyu Guo, Yuning Du, Dongliang He, Fu Li, Zewu Wu, Qiwen Liu, Shilei Wen, Jizhou Huang, Xiaoguang Hu, Dianhai Yu, Errui Ding, Yanjun Ma

* 10 pages, 3 figures, 9 tables 

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Coherent Loss: A Generic Framework for Stable Video Segmentation


Oct 25, 2020
Mingyang Qian, Yi Fu, Xiao Tan, Yingying Li, Jinqing Qi, Huchuan Lu, Shilei Wen, Errui Ding

* 10 pages, 6 figures, 4 tables 

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Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching


Oct 12, 2020
Di Hu, Rui Qian, Minyue Jiang, Xiao Tan, Shilei Wen, Errui Ding, Weiyao Lin, Dejing Dou

* To appear in NeurIPS 2020. Previous Title: Learning to Discriminatively Localize Sounding Objects in a Cocktail-party Scenario 

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PP-YOLO: An Effective and Efficient Implementation of Object Detector


Aug 03, 2020
Xiang Long, Kaipeng Deng, Guanzhong Wang, Yang Zhang, Qingqing Dang, Yuan Gao, Hui Shen, Jianguo Ren, Shumin Han, Errui Ding, Shilei Wen


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Graph-PCNN: Two Stage Human Pose Estimation with Graph Pose Refinement


Jul 21, 2020
Jian Wang, Xiang Long, Yuan Gao, Errui Ding, Shilei Wen

* Accepted to ECCV2020 

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Segment as Points for Efficient Online Multi-Object Tracking and Segmentation


Jul 03, 2020
Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Huan Huang, Shilei Wen, Errui Ding, Liusheng Huang

* ECCV2020 ORAL (top 2%). Code already available at https://github.com/detectRecog/PointTrack. A highly effective method for learning features based on instance segments 

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PointTrack++ for Effective Online Multi-Object Tracking and Segmentation


Jul 03, 2020
Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Xiangbo Su, Yuchen Yuan, Hongwu Zhang, Shilei Wen, Errui Ding, Liusheng Huang

* CVPR2020 MOTS Challenge Winner. PointTrack++ ranks first on KITTI MOTS (http://www.cvlibs.net/datasets/kitti/eval_mots.php

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Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection


Jun 08, 2020
Liang Du, Xiaoqing Ye, Xiao Tan, Jianfeng Feng, Zhenbo Xu, Errui Ding, Shilei Wen

* 8 pages, 5 figures, CVPR 2020 

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