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What Makes for Hierarchical Vision Transformer?


Jul 05, 2021
Yuxin Fang, Xinggang Wang, Rui Wu, Jianwei Niu, Wenyu Liu

* Preprint. Work in progress 

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Tracking Instances as Queries


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

* CVPR 2021 Workshop. 2nd Place Solution for YouTube-VOS Challenge 2021: Video Instance Segmentation 
* Preprint. Work in progress 

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


Jun 21, 2021
Yuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu

* 18 pages, 7 tables, 5 figures. Add Appendix & some missing references 

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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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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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