Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts. - Hong-Yu Zhou; Chixiang Lu; Sibei Yang; Xiaoguang Han 001; Yizhou Yu (ICCV, 2021)

ConvNets vs. Transformers: Whose Visual Representations are More Transferable? - Hong-Yu Zhou; Chixiang Lu; Sibei Yang; Yizhou Yu (ICCVW, 2021)

Generalized Organ Segmentation by Imitating One-Shot Reasoning Using Anatomical Correlation. - Hong-Yu Zhou; Hualuo Liu; Shilei Cao 001; Dong Wei 004; Chixiang Lu; Yizhou Yu; Kai Ma 002; Yefeng Zheng 001 (IPMI, 2021)

GraVIS: Grouping Augmented Views From Independent Sources for Dermatology Analysis. - Hong-Yu Zhou; Chixiang Lu; Liansheng Wang; Yizhou Yu (IEEE Trans. Medical Imaging, 2022)

PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis. - Hong-Yu Zhou; Chixiang Lu; Chaoqi Chen; Sibei Yang; Yizhou Yu (CoRR, 2023)

A Unified Visual Information Preservation Framework for Self-supervised Pre-Training in Medical Image Analysis. - Hong-Yu Zhou; Chixiang Lu; Chaoqi Chen; Sibei Yang; Yizhou Yu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)