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Give Me Your Trained Model: Domain Adaptive Semantic Segmentation without Source Data


Jun 22, 2021
Yuxi Wang, Jian Liang, Zhaoxiang Zhang


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GAIA: A Transfer Learning System of Object Detection that Fits Your Needs


Jun 21, 2021
Xingyuan Bu, Junran Peng, Junjie Yan, Tieniu Tan, Zhaoxiang Zhang

* CVPR2021. The first two authors contribute equally. Code is released at https://github.com/GAIA-vision 

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Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness


Apr 28, 2021
Manyu Zhu, Dongliang He, Xin Li, Chao Li, Fu Li, Xiao Liu, Errui Ding, Zhaoxiang Zhang

* IEEE TIP, to appear 

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Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy


Apr 25, 2021
Zikai Zhang, Bineng Zhong, Shengping Zhang, Zhenjun Tang, Xin Liu, Zhaoxiang Zhang


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RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features


Apr 17, 2021
Gang Zhang, Xin Lu, Jingru Tan, Jianmin Li, Zhaoxiang Zhang, Quanquan Li, Xiaolin Hu

* Accepted by CVPR 2021. Code is available at https://github.com/zhanggang001/RefineMask 

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Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation


Apr 12, 2021
Chufeng Tang, Hang Chen, Xiao Li, Jianmin Li, Zhaoxiang Zhang, Xiaolin Hu

* CVPR 2021 

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Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression


Apr 06, 2021
Zigang Geng, Ke Sun, Bin Xiao, Zhaoxiang Zhang, Jingdong Wang

* Accepted by CVPR2021. arXiv admin note: text overlap with arXiv:2006.15480 

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Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking


Mar 30, 2021
Jiawei He, Zehao Huang, Naiyan Wang, Zhaoxiang Zhang

* CVPR 2021 camera-ready version 

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RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection


Mar 18, 2021
Lue Fan, Xuan Xiong, Feng Wang, Naiyan Wang, Zhaoxiang Zhang

* The first two authors contributed equally to this work 

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Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation


Dec 09, 2020
Xueyi Li, Tianfei Zhou, Jianwu Li, Yi Zhou, Zhaoxiang Zhang

* Accepted to AAAI 2021. Code: https://github.com/Lixy1997/Group-WSSS 

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Unsupervised Object Detection with LiDAR Clues


Nov 27, 2020
Hao Tian, Yuntao Chen, Jifeng Dai, Zhaoxiang Zhang, Xizhou Zhu


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Manual-Label Free 3D Detection via An Open-Source Simulator


Nov 16, 2020
Zhen Yang, Chi Zhang, Huiming Guo, Zhaoxiang Zhang

* 8 pages, 4 figures, ICPR2020 

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Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates


Jun 28, 2020
Ke Sun, Zigang Geng, Depu Meng, Bin Xiao, Dong Liu, Zhaoxiang Zhang, Jingdong Wang


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Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels


May 18, 2020
Junran Peng, Xingyuan Bu, Ming Sun, Zhaoxiang Zhang, Tieniu Tan, Junjie Yan

* CVPR2020 oral. The first two authors contribute equally 

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Cascading Convolutional Color Constancy


Dec 24, 2019
Huanglin Yu, Ke Chen, Kaiqi Wang, Yanlin Qian, Zhaoxiang Zhang, Kui Jia

* 9 pages, 5 figures, 4 tables, accepted by AAAI-20 

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Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization


Oct 10, 2019
Chufeng Tang, Lu Sheng, Zhaoxiang Zhang, Xiaolin Hu

* Accepted by ICCV 2019 

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Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection


Sep 05, 2019
Junran Peng, Ming Sun, Zhaoxiang Zhang, Tieniu Tan, Junjie Yan


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POD: Practical Object Detection with Scale-Sensitive Network


Sep 05, 2019
Junran Peng, Ming Sun, Zhaoxiang Zhang, Tieniu Tan, Junjie Yan


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Sequence Level Semantics Aggregation for Video Object Detection


Aug 20, 2019
Haiping Wu, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang

* ICCV 2019 camera ready 

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Revisiting Feature Alignment for One-stage Object Detection


Aug 05, 2019
Yuntao Chen, Chenxia Han, Naiyan Wang, Zhaoxiang Zhang


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SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition


Mar 14, 2019
Yuntao Chen, Chenxia Han, Yanghao Li, Zehao Huang, Yi Jiang, Naiyan Wang, Zhaoxiang Zhang

* Tech Report 

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Scale-Aware Trident Networks for Object Detection


Jan 07, 2019
Yanghao Li, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang


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Spectral Feature Transformation for Person Re-identification


Nov 28, 2018
Chuanchen Luo, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang

* Tech Report 

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CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation


Nov 27, 2018
Junsong Fan, Zhaoxiang Zhang, Tieniu Tan

* 10 pages, 5 figures 

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Multi-pseudo Regularized Label for Generated Data in Person Re-Identification


Oct 01, 2018
Yan Huang, Jinsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang

* To appear on IEEE Transaction on Image Processing 

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Accelerating Deep Neural Networks with Spatial Bottleneck Modules


Sep 07, 2018
Junran Peng, Lingxi Xie, Zhaoxiang Zhang, Tieniu Tan, Jingdong Wang

* 9 pages, 5 figures 

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Rethink ReLU to Training Better CNNs


Aug 31, 2018
Gangming Zhao, Zhaoxiang Zhang, He Guan, Peng Tang, Jingdong Wang

* 8 pages,10 figures, conference 

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Hard-Aware Point-to-Set Deep Metric for Person Re-identification


Jul 30, 2018
Rui Yu, Zhiyong Dou, Song Bai, Zhaoxiang Zhang, Yongchao Xu, Xiang Bai

* Accepted to ECCV 2018 

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Skeleton-Based Relational Modeling for Action Recognition


Jul 13, 2018
Lin Li, Wu Zheng, Zhaoxiang Zhang, Yan Huang, Liang Wang

* 13 pages 

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