Conference
Open access
Sep 2026
ReDi-FM: Frozen Foundation Model for Continual Test-Time Adaptation in Medical Image Segmentation
Reciprocal Distillation with a Frozen Foundation Model (ReDi-FM), a novel framework with two core components: using structure-aware prompts from the source model to guide the frozen VFM to generate target-adapted supervision, and distilling the resulting knowledge back into the adapting model.
Jian-Hang Ji, Zhi-Ming Cheng, Jian-Xiang Zhao et al.
· Proceedings of the Thirty-Fi... · 0 citations