Zipei Yan

Zipei Yan

PhD Student, CUHK

Bio

I am currently a PhD student at Department of Electronic Engineering, The Chinese University of Hong Kong (CUHK), under the supervision of Dr. Jizhou Li. Prior to that, I received the BEng degree from Chongqing University of Posts and Telecommunications (CQUPT) in 2020, and the MPhil degree from Department of Computing of The Hong Kong Polytechnic University (PolyU), under the supervision of Dr. Linchuan Xu in 2023. My research interests mainly focus on Image Restoration, Medical Image Analysis and Visual Recognition.

Publications

Conference proceedings

  • Zipei Yan1, Zhile Liang, Zhengji Liu, Shuai Wang, Rachel Chun, Jizhou Li, Chea-su Kee, Dong Liang, “Generalized Robust Fundus Photography-based Vision Loss Estimation for High Myopia”, in MICCAI, 2024.
  • Ivo John, Zipei Yan2, Aleksander Bogucki, Michal Swiatek, Hugo Chrost, Michal Wlodarski, Radosław Chrapkiewicz, Jizhou Li, “Unsupervised Stabilization of Smartphone-based Quantitative Pupillometry for Mobile Emergency Medicine”, in ISBI, 2024.
  • Zipei Yan1, Zhengji Liu, Jizhou Li, “Boosting of Implicit Neural Representation-based Image Denoiser”, in ICASSP, 2024.
  • Zipei Yan1, Dong Liang, Linchuan Xu, Jiahang Li, Zhengji Liu, Shuai Wang, Jiannong Cao, Chea-su Kee, “VF-HM: Vision Loss Estimation using Fundus Photograph for High Myopia”, in MICCAI, 2023.
  • Shuai Wang, Daoan Zhang, Zipei Yan3, Jianguo Zhang, Rui Li, “Feature Alignment and Uniformity for Test Time Adaptation”, in CVPR, 2023.
  • Shuai Wang, Zipei Yan2, Daoan Zhang, Haining Wei, Zhongsen Li, Rui Li, “Prototype Knowledge Distillation for Medical Segmentation with Missing Modality”, in ICASSP, 2023. (Top 3% Recognition)
  • Zipei Yan1, Linchuan Xu, Atsushi Suzuki, Jing Wang, Jiannong Cao, Jun Huang, “RGB Color Model Aware Computational Color Naming and Its Application to Data Augmentation”, in IEEE Big Data, 2022.

Preprints

  • Ting Wang, Zipei Yan1, Jizhou Li, Xile Zhao, Chao Wang, Michael Ng, “Hyperspectral and Multispectral Image Fusion with Arbitrary Resolution through Self-supervised Representations”, arXiv, 2024.
  • Shuai Wang, Zipei Yan2, Daoan Zhang, Zhongsen Li, Sirui Wu, Wenxuan Chen, Rui Li, “Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation”, arXiv, 2023.
  • Shuai Wang, Daoan Zhang, Zipei Yan3, Shitong Shao, Rui Li, “Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation”, arXiv, 2023.