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


Apr 06, 2022
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


Mar 28, 2022
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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TAda! Temporally-Adaptive Convolutions for Video Understanding


Oct 12, 2021
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


Sep 05, 2021
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


Aug 24, 2021
Xinpeng Ding, Nannan Wang, Shiwei Zhang, De Cheng, Xiaomeng Li, Ziyuan Huang, Mingqian Tang, Xinbo Gao

* Accepted by ICCV 2021 

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Exploring Stronger Feature for Temporal Action Localization


Jun 24, 2021
Zhiwu Qing, Xiang Wang, Ziyuan Huang, Yutong Feng, Shiwei Zhang, jianwen Jiang, Mingqian Tang, Changxin Gao, Nong Sang

* Rank 1st on the CVPR2021 HACS supervised Temporal Action Localization Challenge 

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Weakly-Supervised Temporal Action Localization Through Local-Global Background Modeling


Jun 20, 2021
Xiang Wang, Zhiwu Qing, Ziyuan Huang, Yutong Feng, Shiwei Zhang, Jianwen Jiang, Mingqian Tang, Yuanjie Shao, Nong Sang

* CVPRW-2021 
* CVPR-2021 HACS Challenge - Weakly-supervised Learning Track champion solution (1st Place) 

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Proposal Relation Network for Temporal Action Detection


Jun 20, 2021
Xiang Wang, Zhiwu Qing, Ziyuan Huang, Yutong Feng, Shiwei Zhang, Jianwen Jiang, Mingqian Tang, Changxin Gao, Nong Sang

* CVPRW-2021 
* CVPR-2021 ActivityNet Temporal Action Localization Challenge champion solution (1st Place) 

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Relation Modeling in Spatio-Temporal Action Localization


Jun 16, 2021
Yutong Feng, Jianwen Jiang, Ziyuan Huang, Zhiwu Qing, Xiang Wang, Shiwei Zhang, Mingqian Tang, Yue Gao

* CVPR 2021 ActivityNet Workshop Report 

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A Stronger Baseline for Ego-Centric Action Detection


Jun 13, 2021
Zhiwu Qing, Ziyuan Huang, Xiang Wang, Yutong Feng, Shiwei Zhang, Jianwen Jiang, Mingqian Tang, Changxin Gao, Marcelo H. Ang Jr, Nong Sang

* CVPRW21, EPIC-KITCHENS-100 Competition Report 

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Towards Training Stronger Video Vision Transformers for EPIC-KITCHENS-100 Action Recognition


Jun 09, 2021
Ziyuan Huang, Zhiwu Qing, Xiang Wang, Yutong Feng, Shiwei Zhang, Jianwen Jiang, Zhurong Xia, Mingqian Tang, Nong Sang, Marcelo H. Ang Jr

* CVPRW 2021, EPIC-KITCHENS-100 Competition Report 

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Multi-Scale Feature Aggregation by Cross-Scale Pixel-to-Region Relation Operation for Semantic Segmentation


Jun 03, 2021
Yechao Bai, Ziyuan Huang, Lyuyu Shen, Hongliang Guo, Marcelo H. Ang Jr, Daniela Rus

* Accepted to RA-L 2021 

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Self-supervised Motion Learning from Static Images


Apr 01, 2021
Ziyuan Huang, Shiwei Zhang, Jianwen Jiang, Mingqian Tang, Rong Jin, Marcelo Ang

* To appear in CVPR 2021 

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Towards Accurate Human Pose Estimation in Videos of Crowded Scenes


Oct 21, 2020
Li Yuan, Shuning Chang, Xuecheng Nie, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

* 2nd Place in ACM Multimedia Grand Challenge: Human in Events, Track2: Crowd Pose Estimation in Complex Events. ACM Multimedia 2020. arXiv admin note: substantial text overlap with arXiv:2010.08365, arXiv:2010.10007 

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A Simple Baseline for Pose Tracking in Videos of Crowded Scenes


Oct 21, 2020
Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Xuecheng Nie, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan

* 2nd Place in ACM Multimedia Grand Challenge: Human in Events, Track3: Crowd Pose Tracking in Complex Events. ACM Multimedia 2020. arXiv admin note: substantial text overlap with arXiv:2010.08365, arXiv:2010.10008 

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Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes


Oct 16, 2020
Li Yuan, Yichen Zhou, Shuning Chang, Ziyuan Huang, Yunpeng Chen, Xuecheng Nie, Tao Wang, Jiashi Feng, Shuicheng Yan

* ACM Multimedia 2020 
* 1'st Place in ACM Multimedia Grand Challenge: Human in Events, Track4: Person-level Action Recognition in Complex Events 

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Toward Hierarchical Self-Supervised Monocular Absolute Depth Estimation for Autonomous Driving Applications


Apr 12, 2020
Feng Xue, Guirong Zhuo, Ziyuan Huang, Wufei Fu, Zhuoyue Wu, Marcelo H. Ang Jr


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AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization


Mar 29, 2020
Yiming Li, Changhong Fu, Fangqiang Ding, Ziyuan Huang, Geng Lu

* 2020 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 

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Keyfilter-Aware Real-Time UAV Object Tracking


Mar 11, 2020
Yiming Li, Changhong Fu, Ziyuan Huang, Yinqiang Zhang, Jia Pan

* 2020 International Conference on Robotics and Automation (ICRA) 

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Augmented Memory for Correlation Filters in Real-Time UAV Tracking


Sep 24, 2019
Yiming Li, Changhong Fu, Fangqiang Ding, Ziyuan Huang, Jia Pan


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Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification


Aug 10, 2019
Changhong Fu, Ziyuan Huang, Yiming Li, Ran Duan, Peng Lu

* IROS 2019 accepted, 8 pages, 9 figures 

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Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking


Aug 07, 2019
Ziyuan Huang, Changhong Fu, Yiming Li, Fuling Lin, Peng Lu

* iccv 2019 accepted, 10 pages, 8 figures 

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