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Hybrid Relation Guided Set Matching for Few-shot Action Recognition



Xiang Wang , Shiwei Zhang , Zhiwu Qing , Mingqian Tang , Zhengrong Zuo , Changxin Gao , Rong Jin , Nong Sang

* Accepted by CVPR-2022 

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Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency



Zhiwu Qing , Shiwei Zhang , Ziyuan Huang , Yi Xu , Xiang Wang , Mingqian Tang , Changxin Gao , Rong Jin , Nong Sang

* CVPR2022; Project page is: https://hico-cvpr2022.github.io/ 

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TCTrack: Temporal Contexts for Aerial Tracking



Ziang Cao , Ziyuan Huang , Liang Pan , Shiwei Zhang , Ziwei Liu , Changhong Fu

* To appear in CVPR2022. Code: https://github.com/vision4robotics/TCTrack 

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Does QA-based intermediate training help fine-tuning language models for text classification?



Shiwei Zhang , Xiuzhen Zhang

* Accepted by ALTA 2021 

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Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection



Shiwei Zhang , Wei Ke , Lin Yang , Qixiang Ye , Xiaopeng Hong , Yihong Gong , Tong Zhang


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TAda! Temporally-Adaptive Convolutions for Video Understanding



Ziyuan Huang , Shiwei Zhang , Liang Pan , Zhiwu Qing , Mingqian Tang , Ziwei Liu , Marcelo H. Ang Jr


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ParamCrop: Parametric Cubic Cropping for Video Contrastive Learning



Zhiwu Qing , Ziyuan Huang , Shiwei Zhang , Mingqian Tang , Changxin Gao , Marcelo H. Ang Jr , Rong Jin , Nong Sang

* 15 pages 

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Support-Set Based Cross-Supervision for Video Grounding



Xinpeng Ding , Nannan Wang , Shiwei Zhang , De Cheng , Xiaomeng Li , Ziyuan Huang , Mingqian Tang , Xinbo Gao

* Accepted by ICCV 2021 

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