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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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NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results

May 06, 2020
Dario Fuoli, Zhiwu Huang, Martin Danelljan, Radu Timofte, Hua Wang, Longcun Jin, Dewei Su, Jing Liu, Jaehoon Lee, Michal Kudelski, Lukasz Bala, Dmitry Hrybov, Marcin Mozejko, Muchen Li, Siyao Li, Bo Pang, Cewu Lu, Chao Li, Dongliang He, Fu Li, Shilei Wen

* The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 

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NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results

May 03, 2020
Kai Zhang, Shuhang Gu, Radu Timofte, Taizhang Shang, Qiuju Dai, Shengchen Zhu, Tong Yang, Yandong Guo, Younghyun Jo, Sejong Yang, Seon Joo Kim, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Jing Liu, Kwangjin Yoon, Taegyun Jeon, Kazutoshi Akita, Takeru Ooba, Norimichi Ukita, Zhipeng Luo, Yuehan Yao, Zhenyu Xu, Dongliang He, Wenhao Wu, Yukang Ding, Chao Li, Fu Li, Shilei Wen, Jianwei Li, Fuzhi Yang, Huan Yang, Jianlong Fu, Byung-Hoon Kim, JaeHyun Baek, Jong Chul Ye, Yuchen Fan, Thomas S. Huang, Junyeop Lee, Bokyeung Lee, Jungki Min, Gwantae Kim, Kanghyu Lee, Jaihyun Park, Mykola Mykhailych, Haoyu Zhong, Yukai Shi, Xiaojun Yang, Zhijing Yang, Liang Lin, Tongtong Zhao, Jinjia Peng, Huibing Wang, Zhi Jin, Jiahao Wu, Yifu Chen, Chenming Shang, Huanrong Zhang, Jeongki Min, Hrishikesh P S, Densen Puthussery, Jiji C V

* CVPRW 2020 

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ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection

Mar 01, 2020
Zhenbo Xu, Wei Zhang, Xiaoqing Ye, Xiao Tan, Wei Yang, Shilei Wen, Errui Ding, Ajin Meng, Liusheng Huang

* Accpeted by AAAI 2020 as Oral presentation; The github page will be updated in March,2020 

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Dynamic Inference: A New Approach Toward Efficient Video Action Recognition

Feb 09, 2020
Wenhao Wu, Dongliang He, Xiao Tan, Shifeng Chen, Yi Yang, Shilei Wen


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Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification

Dec 17, 2019
Renchun You, Zhiyao Guo, Lei Cui, Xiang Long, Yingze Bao, Shilei Wen


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Multi-Label Classification with Label Graph Superimposing

Nov 21, 2019
Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou, Jinwen Ma, Shilei Wen

* AAAI 2020 

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Dynamic Instance Normalization for Arbitrary Style Transfer

Nov 16, 2019
Yongcheng Jing, Xiao Liu, Yukang Ding, Xinchao Wang, Errui Ding, Mingli Song, Shilei Wen

* Accepted to AAAI 2020 (Oral) 

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TruNet: Short Videos Generation from Long Videos via Story-Preserving Truncation

Oct 14, 2019
Fan Yang, Xiao Liu, Dongliang He, Chuang Gan, Jian Wang, Chao Li, Fu Li, Shilei Wen

* ICCV intelligent short video workshop 

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Perspective-Guided Convolution Networks for Crowd Counting

Sep 16, 2019
Zhaoyi Yan, Yuchen Yuan, Wangmeng Zuo, Xiao Tan, Yezhen Wang, Shilei Wen, Errui Ding

* ICCV 2019 
* Accepted by ICCV 2019 

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Image Inpainting with Learnable Bidirectional Attention Maps

Sep 05, 2019
Chaohao Xie, Shaohui Liu, Chao Li, Ming-Ming Cheng, Wangmeng Zuo, Xiao Liu, Shilei Wen, Errui Ding

* 18 pages, 16 figures, 2 tables, main paper + supplementary material (Accepted at ICCV, 2019) 

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Deep Concept-wise Temporal Convolutional Networks for Action Localization

Aug 26, 2019
Xin Li, Tianwei Lin, Xiao Liu, Chuang Gan, Wangmeng Zuo, Chao Li, Xiang Long, Dongliang He, Fu Li, Shilei Wen


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Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition

Aug 02, 2019
Wenhao Wu, Dongliang He, Xiao Tan, Shifeng Chen, Shilei Wen

* Accepted by ICCV 2019 (oral) 

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BMN: Boundary-Matching Network for Temporal Action Proposal Generation

Jul 23, 2019
Tianwei Lin, Xiao Liu, Xin Li, Errui Ding, Shilei Wen

* This paper is accepted by ICCV 2019 

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Adapting Image Super-Resolution State-of-the-arts and Learning Multi-model Ensemble for Video Super-Resolution

May 07, 2019
Chao Li, Dongliang He, Xiao Liu, Yukang Ding, Shilei Wen


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STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing

Apr 22, 2019
Ming Liu, Yukang Ding, Min Xia, Xiao Liu, Errui Ding, Wangmeng Zuo, Shilei Wen

* CVPR 2019; code is available at https://github.com/csmliu/STGAN 

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Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos

Jan 21, 2019
Dongliang He, Xiang Zhao, Jizhou Huang, Fu Li, Xiao Liu, Shilei Wen

* AAAI 2019 

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StNet: Local and Global Spatial-Temporal Modeling for Action Recognition

Nov 06, 2018
Dongliang He, Zhichao Zhou, Chuang Gan, Fu Li, Xiao Liu, Yandong Li, Limin Wang, Shilei Wen


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Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance

Oct 15, 2018
Yuan Gao, Xingyuan Bu, Yang Hu, Hui Shen, Ti Bai, Xubin Li, Shilei Wen

* 5 pages, 4 figures, ECCV 2018 Open Images workshop 

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Exploiting Spatial-Temporal Modelling and Multi-Modal Fusion for Human Action Recognition

Jun 27, 2018
Dongliang He, Fu Li, Qijie Zhao, Xiang Long, Yi Fu, Shilei Wen


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