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Qi Tian

Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation


Jul 21, 2021
Shuhao Cui, Shuhui Wang, Junbao Zhuo, Liang Li, Qingming Huang, Qi Tian

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* TPAMI under revivew. arXiv admin note: text overlap with arXiv:2003.12237 
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Rectifying the Shortcut Learning of Background: Shared Object Concentration for Few-Shot Image Recognition


Jul 16, 2021
Xu Luo, Longhui Wei, Liangjian Wen, Jinrong Yang, Lingxi Xie, Zenglin Xu, Qi Tian

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* 23 pages, 17 figures 
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Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion


Jul 14, 2021
Mingbao Lin, Rongrong Ji, Bohong Chen, Fei Chao, Jianzhuang Liu, Wei Zeng, Yonghong Tian, Qi Tian

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Bag of Instances Aggregation Boosts Self-supervised Learning


Jul 04, 2021
Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian

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Large-Scale Spatio-Temporal Person Re-identification: Algorithm and Benchmark


Jun 24, 2021
Xiujun Shu, Xiao Wang, Xianghao Zang, Shiliang Zhang, Yuanqi Chen, Ge Li, Qi Tian

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Analysis and Applications of Class-wise Robustness in Adversarial Training


Jun 23, 2021
Qi Tian, Kun Kuang, Kelu Jiang, Fei Wu, Yisen Wang

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Multi-dataset Pretraining: A Unified Model for Semantic Segmentation


Jun 08, 2021
Bowen Shi, Xiaopeng Zhang, Haohang Xu, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian

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Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence


Jun 04, 2021
Xue Yang, Xiaojiang Yang, Jirui Yang, Qi Ming, Wentao Wang, Qi Tian, Junchi Yan

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* 15 pages, 5 figures, 7 tables 
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Exploring the Diversity and Invariance in Yourself for Visual Pre-Training Task


Jun 01, 2021
Longhui Wei, Lingxi Xie, Wengang Zhou, Houqiang Li, Qi Tian

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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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What Is Considered Complete for Visual Recognition?


May 28, 2021
Lingxi Xie, Xiaopeng Zhang, Longhui Wei, Jianlong Chang, Qi Tian

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* 13 pages, 5 figures, 1 table 
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Towards Compact CNNs via Collaborative Compression


May 24, 2021
Yuchao Li, Shaohui Lin, Jianzhuang Liu, Qixiang Ye, Mengdi Wang, Fei Chao, Fan Yang, Jincheng Ma, Qi Tian, Rongrong Ji

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* This paper is published in CVPR 2021 
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A Fourier-based Framework for Domain Generalization


May 24, 2021
Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian

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* Accepted as CVPR 2021 oral 
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Semi-supervised Contrastive Learning with Similarity Co-calibration


May 16, 2021
Yuhang Zhang, Xiaopeng Zhang, Robert. C. Qiu, Jie Li, Haohang Xu, Qi Tian

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Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation


May 12, 2021
Hu Cao, Yueyue Wang, Joy Chen, Dongsheng Jiang, Xiaopeng Zhang, Qi Tian, Manning Wang

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* a drafted manuscript 
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Visformer: The Vision-friendly Transformer


Apr 27, 2021
Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian

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Location-Sensitive Visual Recognition with Cross-IOU Loss


Apr 11, 2021
Kaiwen Duan, Lingxi Xie, Honggang Qi, Song Bai, Qingming Huang, Qi Tian

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* 13 pages, 7 figures and 5 tables 
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CondenseNet V2: Sparse Feature Reactivation for Deep Networks


Apr 09, 2021
Le Yang, Haojun Jiang, Ruojin Cai, Yulin Wang, Shiji Song, Gao Huang, Qi Tian

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* CVPR 2021 
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Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization


Apr 06, 2021
Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Qi Tian

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Spatiotemporal Transformer for Video-based Person Re-identification


Mar 30, 2021
Tianyu Zhang, Longhui Wei, Lingxi Xie, Zijie Zhuang, Yongfei Zhang, Bo Li, Qi Tian

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* 10 pages, 7 figures 
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