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Rethinking Hierarchies in Pre-trained Plain Vision Transformer


Nov 08, 2022
Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao

* Tech report, work in progress 

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Rethinking Hierarchicies in Pre-trained Plain Vision Transformer


Nov 03, 2022
Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao

* Tech report, work in progress 

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Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model


Aug 10, 2022
Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang

* The code and models will be released at https://github.com/ViTAE-Transformer/Remote-Sensing-RVSA 

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Toward Real-world Single Image Deraining: A New Benchmark and Beyond


Jun 11, 2022
Wei Li, Qiming Zhang, Jing Zhang, Zhen Huang, Xinmei Tian, Dacheng Tao


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ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation


Apr 26, 2022
Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao

* Tech report. 81.1 mAP on MS COCO Keypoint Detection test-dev set 

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VSA: Learning Varied-Size Window Attention in Vision Transformers


Apr 18, 2022
Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao

* 23 pages, 13 tables, and 5 figures 

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ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond


Feb 21, 2022
Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao

* An extended version of the Neurips paper "ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias". arXiv admin note: substantial text overlap with arXiv:2106.03348 

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RegionCL: Can Simple Region Swapping Contribute to Contrastive Learning?


Nov 24, 2021
Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao

* 15 pages, 8 figures 

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ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias


Jun 07, 2021
Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao

* 17 pages 

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