3 papers
cs.LG2026
Image Feature Fusion-based Federated Client Unlearning (FCU)
Hangyi Shen, Yizhi Pan, Tiansuo Li +2
Major data protection regulations all mention the "right to be forgotten," and that's what pushed federated unlearning (FU) techniques forward. But one stubborn issue remains: cata…
eess.IV2024
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images
Yizhi Pan, Junyi Xin, Tianhua Yang +3
In medical imaging, accurate image segmentation is crucial for quantifying diseases, assessing prognosis, and evaluating treatment outcomes. However, existing methods lack an in-de…
eess.IV2023
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation
Guanqun Sun, Yizhi Pan, Weikun Kong +5
Accurate medical image segmentation is critical for disease quantification and treatment evaluation. While traditional Unet architectures and their transformer-integrated variants…