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Panoptic SegFormer


Sep 08, 2021
Zhiqi Li, Wenhai Wang, Enze Xie, Zhiding Yu, Anima Anandkumar, Jose M. Alvarez, Tong Lu, Ping Luo

* Technical Report 

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CycleMLP: A MLP-like Architecture for Dense Prediction


Jul 21, 2021
Shoufa Chen, Enze Xie, Chongjian Ge, Ding Liang, Ping Luo

* Technical report. Code: \url{https://github.com/ShoufaChen/CycleMLP

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PVTv2: Improved Baselines with Pyramid Vision Transformer


Jul 17, 2021
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

* Technical Report 

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SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers


Jun 05, 2021
Enze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar, Jose M. Alvarez, Ping Luo

* Tech Report 

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PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text


May 09, 2021
Wenhai Wang, Enze Xie, Xiang Li, Xuebo Liu, Ding Liang, Zhibo Yang, Tong Lu, Chunhua Shen

* Accepted to TPAMI 2021 

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PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond


May 05, 2021
Enze Xie, Wenhai Wang, Mingyu Ding, Ruimao Zhang, Ping Luo

* TPAMI 2021 Accepted 

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FakeMix Augmentation Improves Transparent Object Detection


Mar 24, 2021
Yang Cao, Zhengqiang Zhang, Enze Xie, Qibin Hou, Kai Zhao, Xiangui Luo, Jian Tuo


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Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization


Mar 22, 2021
Zhe Chen, Wenhai Wang, Enze Xie, Tong Lu, Ping Luo

* 10 pages, 9 figures 

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Unsupervised Pretraining for Object Detection by Patch Reidentification


Mar 08, 2021
Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia


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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions


Feb 24, 2021
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, Ling Shao

* 13 pages, 6 figures, technical report 

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Segmenting Transparent Object in the Wild with Transformer


Feb 23, 2021
Enze Xie, Wenjia Wang, Wenhai Wang, Peize Sun, Hang Xu, Ding Liang, Ping Luo

* Tech. Report 

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DetCo: Unsupervised Contrastive Learning for Object Detection


Feb 09, 2021
Enze Xie, Jian Ding, Wenhai Wang, Xiaohang Zhan, Hang Xu, Zhenguo Li, Ping Luo


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Trans2Seg: Transparent Object Segmentation with Transformer


Jan 23, 2021
Enze Xie, Wenjia Wang, Wenhai Wang, Peize Sun, Hang Xu, Ding Liang, Ping Luo

* Tech. Report 

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TransTrack: Multiple-Object Tracking with Transformer


Dec 31, 2020
Peize Sun, Yi Jiang, Rufeng Zhang, Enze Xie, Jinkun Cao, Xinting Hu, Tao Kong, Zehuan Yuan, Changhu Wang, Ping Luo


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OneNet: Towards End-to-End One-Stage Object Detection


Dec 10, 2020
Peize Sun, Yi Jiang, Enze Xie, Zehuan Yuan, Changhu Wang, Ping Luo


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SelfText Beyond Polygon: Unconstrained Text Detection with Box Supervision and Dynamic Self-Training


Dec 05, 2020
Weijia Wu, Enze Xie, Ruimao Zhang, Wenhai Wang, Guan Pang, Zhen Li, Hong Zhou, Ping Luo


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Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild


Sep 03, 2020
Weijia Wu, Ning Lu, Enze Xie


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AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting


Aug 05, 2020
Wenhai Wang, Xuebo Liu, Xiaozhong Ji, Enze Xie, Ding Liang, Zhibo Yang, Tong Lu, Chunhua Shen, Ping Luo

* Accepted by ECCV 2020 

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Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation


Jul 23, 2020
Sheng Jin, Wentao Liu, Enze Xie, Wenhai Wang, Chen Qian, Wanli Ouyang, Ping Luo

* To appear on ECCV 2020 

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Scene Text Image Super-Resolution in the Wild


May 07, 2020
Wenjia Wang, Enze Xie, Xuebo Liu, Wenhai Wang, Ding Liang, Chunhua Shen, Xiang Bai


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Segmenting Transparent Objects in the Wild


Mar 31, 2020
Enze Xie, Wenjia Wang, Wenhai Wang, Mingyu Ding, Chunhua Shen, Ping Luo


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1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation


Mar 17, 2020
Yu Liu, Guanglu Song, Yuhang Zang, Yan Gao, Enze Xie, Junjie Yan, Chen Change Loy, Xiaogang Wang


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TextSR: Content-Aware Text Super-Resolution Guided by Recognition


Oct 20, 2019
Wenjia Wang, Enze Xie, Peize Sun, Wenhai Wang, Lixun Tian, Chunhua Shen, Ping Luo


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