Xuehui Yu (余学辉)

Biography

I am a Ph.D. candidate of Vision Group in the School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences . I got a B.E. degree in Tianjin University, Tianjin in June 2017.

My research interests include computer vision and deep learning, specifically for object sensing, weakly supervision and data engineering. I have published more than 10 papers in journals and conferences (collaborations), including TPAMI, TIP, TCSVT, TMM, PR, CVPR, ICCV, ECCV, WACV, ICLR, etc

Publications

	Semantic-aware SAM for Point-Prompted Instance Segmentation (CVPR 2024) [Paper] Zhaoyang Wei, Pengfei Chen, Xuehui Yu,, Guorong Li, Jianbin Jiao, Zhenjun Han
	CPR++: Object Localization via Single Coarse Point Supervision (TPAMI 2024) [Paper] [Github] Xuehui Yu, Pengfei Chen, Kuiran Wang, Xumeng Han, Guorong Li, Zhenjun Han, Qixiang Ye, Jianbin Jiao,
	P2Seg: Pointly-supervised Segmentation via Mutual Distillation (ICLR 2024) [Paper] [Github] Zipeng Wang*, Xuehui Yu*, Xumeng Han, Wenwen Yu, Zhixun Huang, Jianbin Jiao, Zhenjun Han
	Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes (ICCV 2023) [Paper] [Github] Di Wu*, Pengfei Chen*, Xuehui Yu*, Guorong Li, Zhenjun Han, Jianbin Jiao
	Save the Tiny, Save the All: Hierarchical Activation Network for Tiny Object Detection (TCSVT 2023) [Paper] Guangqian Guo, Pengfei Chen, Xuehui Yu, Zhenjun Han, Qixiang Ye, Shan Gao
	Rethinking Sampling Strategies for Unsupervised Person Re-identification (TIP 2023) [Paper] [Github] Xumeng Han*, Xuehui Yu*, Guorong Li, Jian Zhao, Gang Pan, Qixiang Ye, Jianbin Jiao, Zhenjun Han
	Point-to-box network for accurate object detection via single point supervision (ECCV 2022) [Paper] [Github] Pengfei Chen, Xuehui Yu, Xumeng Han, Najmul Hassan, Kai Wang, Jiachen Li, Jian Zhao, Humphrey Shi, Zhenjun Han, Qixiang Ye
	Object localization under single coarse point supervision (CVPR 2022) [Paper] [Github] Xuehui Yu, Pengfei Chen, Di Wu, Najmul Hassan, Guorong Li, Junchi Yan, Humphrey Shi, Qixiang Ye, Zhenjun Han
	BFConv: Improving Convolutional Neural Networks with Butterfly Convolution (ICONIP 2021) [Paper] Dengjie Yang, Xuehui Yu, Yi Sun, Fuzhen Zhuang, Qing He, Shiwei Ye
	Anti-UAV: A large multi-modal benchmark for UAV tracking (TMM 2021) [Paper] [Github] Nan Jiang, Kuiran Wang, Xiaoke Peng, Xuehui Yu, Qiang Wang, Junliang Xing, Guorong Li, Jian Zhao, Guodong Guo, Zhenjun Han
	SM+: Refined scale match for tiny person detection (ICASSP 2021) [Paper] Nan Jiang, Xuehui Yu, Xiaoke Peng, Yuqi Gong, Zhenjun Han
	Effective fusion factor in FPN for tiny object detection (WACV 2021) [Paper] [Github] Yuqi Gong*, Xuehui Yu*, Yao Ding, Xiaoke Peng, Jian Zhao, Zhenjun Han
	The 1st tiny object detection challenge: Methods and results (ECCVW 2020) [Paper] [Website] Xuehui Yu, Zhenjun Han, Yuqi Gong, Nan Jiang, Jian Zhao, Qixiang Ye, Jie Chen, Yuan Feng, Bin Zhang, Xiaodi Wang, Ying Xin, Jingwei Liu, Mingyuan Mao, Sheng Xu, Baochang Zhang, Shumin Han, Cheng Gao, Wei Tang, Lizuo Jin, Mingbo Hong, Yuchao Yang, Shuiwang Li, Huan Luo, Qijun Zhao, Humphrey Shi
	Scale Match for TinyPerson Detection (WACV 2020) [Paper] [Github] Xuehui Yu, Yuqi Gong, Nan Jiang, Qixiang Ye, Zhenjun Han

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