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ResFormer: Scaling ViTs with Multi-Resolution Training


Dec 01, 2022
Rui Tian, Zuxuan Wu, Qi Dai, Han Hu, Yu Qiao, Yu-Gang Jiang

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SVFormer: Semi-supervised Video Transformer for Action Recognition


Nov 23, 2022
Zhen Xing, Qi Dai, Han Hu, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang

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GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement


Sep 01, 2022
Zhi-Qi Cheng, Qi Dai, Siyao Li, Teruko Mitamura, Alexander Hauptmann

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* Accepted to ACM Multimedia 2022, Code: https://github.com/zhiqic/GSRFormer 

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Rethinking Spatial Invariance of Convolutional Networks for Object Counting


Jun 10, 2022
Zhi-Qi Cheng, Qi Dai, Hong Li, JingKuan Song, Xiao Wu, Alexander G. Hauptmann

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* Accepted to CVPR 2022, Code: https://github.com/zhiqic/Rethinking-Counting 

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On Data Scaling in Masked Image Modeling


Jun 09, 2022
Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Yixuan Wei, Qi Dai, Han Hu

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HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling


May 30, 2022
Xiaosong Zhang, Yunjie Tian, Wei Huang, Qixiang Ye, Qi Dai, Lingxi Xie, Qi Tian

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Deeper Insights into ViTs Robustness towards Common Corruptions


Apr 29, 2022
Rui Tian, Zuxuan Wu, Qi Dai, Han Hu, Yu-Gang Jiang

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Multi-granularity Relabeled Under-sampling Algorithm for Imbalanced Data


Jan 11, 2022
Qi Dai, Jian-wei Liu, Yang Liu

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* 35 pages 

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SimMIM: A Simple Framework for Masked Image Modeling


Nov 18, 2021
Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Jianmin Bao, Zhuliang Yao, Qi Dai, Han Hu

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