Object Localization under Single Coarse Point Supervision. - Xuehui Yu; Pengfei Chen 004; Di Wu; Najmul Hassan; Guorong Li; Junchi Yan; Humphrey Shi; Qixiang Ye; Zhenjun Han (CVPR, 2022)

Point-to-Box Network for Accurate Object Detection via Single Point Supervision. - Pengfei Chen 004; Xuehui Yu; Xumeng Han; Najmul Hassan; Kai Wang 058; Jiachen Li 003; Jian Zhao 006; Humphrey Shi; Zhenjun Han; Qixiang Ye (ECCV (9), 2022)

Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes. - Di Wu; Pengfei Chen 004; Xuehui Yu; Guorong Li; Zhenjun Han; Jianbin Jiao (ICCV, 2023)

Semantic-aware SAM for Point-Prompted Instance Segmentation. - Zhaoyang Wei; Pengfei Chen 004; Xuehui Yu; Guorong Li; Jianbin Jiao; Zhenjun Han (CVPR, 2024)

CPR++: Object Localization via Single Coarse Point Supervision. - Xuehui Yu; Pengfei Chen 004; Kuiran Wang; Xumeng Han; Guorong Li; Zhenjun Han; Qixiang Ye; Jianbin Jiao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Save the Tiny, Save the All: Hierarchical Activation Network for Tiny Object Detection. - Guangqian Guo; Pengfei Chen 004; Xuehui Yu; Zhenjun Han; Qixiang Ye; Shan Gao 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation. - Pengfei Chen 004; Lingxi Xie; Xinyue Huo; Xuehui Yu; Xiaopeng Zhang 008; Yingfei Sun; Zhenjun Han; Qi Tian 001 (ICLR, 2025)

P2Object: Single Point Supervised Object Detection and Instance Segmentation. - Pengfei Chen 004; Xuehui Yu; Xumeng Han; Kuiran Wang; Guorong Li; Lingxi Xie; Zhenjun Han; Jianbin Jiao (Int. J. Comput. Vis., 2025)