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You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection


Jun 01, 2021
Yuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu

* 12 pages, 3 figures 

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MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens


May 31, 2021
Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian


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Dynamic Class Queue for Large Scale Face Recognition In the Wild


May 24, 2021
Bi Li, Teng Xi, Gang Zhang, Haocheng Feng, Junyu Han, Jingtuo Liu, Errui Ding, Wenyu Liu

* Accepted in CVPR 2021 

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Instances as Queries


May 23, 2021
Yuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu

* 14 pages, 8 figures, including the Appendix 

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QueryInst: Parallelly Supervised Mask Query for Instance Segmentation


May 16, 2021
Yuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu

* Add results with Swin-L backbone, mask AP = 49.1 & box AP = 56.1 @ COCO test-dev 

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Crossover Learning for Fast Online Video Instance Segmentation


Apr 13, 2021
Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu


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Scene Text Retrieval via Joint Text Detection and Similarity Learning


Apr 04, 2021
Hao Wang, Xiang Bai, Mingkun Yang, Shenggao Zhu, Jing Wang, Wenyu Liu

* Accepted to CVPR 2021. Code is available at: https://github.com/lanfeng4659/STR-TDSL 

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Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images


Apr 04, 2021
Xinggang Wang, Jiapei Feng, Bin Hu, Qi Ding, Longjin Ran, Xiaoxin Chen, Wenyu Liu

* CVPR 2021 

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Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation


Apr 02, 2021
Zilong Huang, Wentian Hao, Xinggang Wang, Mingyuan Tao, Jianqiang Huang, Wenyu Liu, Xian-Sheng Hua


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Learning to Focus: Cascaded Feature Matching Network for Few-shot Image Recognition


Jan 13, 2021
Mengting Chen, Xinggang Wang, Heng Luo, Yifeng Geng, Wenyu Liu

* SCIENCE CHINA Information Sciences, 2021 
* 14 pages 

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ResizeMix: Mixing Data with Preserved Object Information and True Labels


Dec 21, 2020
Jie Qin, Jiemin Fang, Qian Zhang, Wenyu Liu, Xingang Wang, Xinggang Wang


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EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search


Dec 13, 2020
Wenqiang Zhang, Jiemin Fang, Xinggang Wang, Wenyu Liu


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Learning Global Structure Consistency for Robust Object Tracking


Aug 26, 2020
Bi Li, Chengquan Zhang, Zhibin Hong, Xu Tang, Jingtuo Liu, Junyu Han, Errui Ding, Wenyu Liu

* Accepted by ACM MM 2020 

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Deep multi-metric learning for text-independent speaker verification


Jul 17, 2020
Jiwei Xu, Xinggang Wang, Bin Feng, Wenyu Liu

* Neurocomputing, Volume 410, 14 October 2020, Pages 394-400 

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Boundary-preserving Mask R-CNN


Jul 17, 2020
Tianheng Cheng, Xinggang Wang, Lichao Huang, Wenyu Liu

* 17 pages, 8 figures. Accepted by ECCV 2020 

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Maximum Entropy Regularization and Chinese Text Recognition


Jul 09, 2020
Changxu Cheng, Wuheng Xu, Xiang Bai, Bin Feng, Wenyu Liu

* 15 pages 

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FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search


Jun 21, 2020
Jiemin Fang, Yuzhu Sun, Qian Zhang, Kangjian Peng, Yuan Li, Wenyu Liu, Xinggang Wang

* arXiv admin note: substantial text overlap with arXiv:2001.02525 

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A Simple Baseline for Multi-Object Tracking


Apr 17, 2020
Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu


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AlignSeg: Feature-Aligned Segmentation Networks


Feb 24, 2020
Zilong Huang, Yunchao Wei, Xinggang Wang, Honghui Shi, Wenyu Liu, Thomas S. Huang

* In Submission 

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Fast Neural Network Adaptation via Parameter Remapping and Architecture Search


Jan 08, 2020
Jiemin Fang, Yuzhu Sun, Kangjian Peng, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang

* Accepted by ICLR 2020 

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Diversity Transfer Network for Few-Shot Learning


Dec 31, 2019
Mengting Chen, Yuxin Fang, Xinggang Wang, Heng Luo, Yifeng Geng, Xinyu Zhang, Chang Huang, Wenyu Liu, Bo Wang

* 9 pages, 3 figures, AAAI 2020 

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Patch Aggregator for Scene Text Script Identification


Dec 09, 2019
Changxu Cheng, Qiuhui Huang, Xiang Bai, Bin Feng, Wenyu Liu

* Accepted as ICDAR2019 oral 

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All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting


Nov 21, 2019
Hao Wang, Pu Lu, Hui Zhang, Mingkun Yang, Xiang Bai, Yongchao Xu, Mengchao He, Yongpan Wang, Wenyu Liu

* Accepted to AAAI2020 

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Deep High-Resolution Representation Learning for Visual Recognition


Aug 20, 2019
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao

* arXiv admin note: text overlap with arXiv:1904.04514 

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Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation


Jul 04, 2019
Qiang Zhou, Zilong Huang, Lichao Huang, Yongchao Gong, Han Shen, Chang Huang, Wenyu Liu, Xinggang Wang


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Densely Connected Search Space for More Flexible Neural Architecture Search


Jun 23, 2019
Jiemin Fang, Yuzhu Sun, Qian Zhang, Yuan Li, Wenyu Liu, Xinggang Wang


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High-Resolution Representations for Labeling Pixels and Regions


Apr 09, 2019
Ke Sun, Yang Zhao, Borui Jiang, Tianheng Cheng, Bin Xiao, Dong Liu, Yadong Mu, Xinggang Wang, Wenyu Liu, Jingdong Wang


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