Zhi-Xiong Chen

Spectral-Distribution Uncertainty Modeling for Robust Cross-Domain Medical Image Segmentation

Domain generalization (DG) for medical image segmentation is commonly approached by simulating domain shifts through deterministic image transformations or feature perturbations. However, such methods implicitly assume that unseen domains can be approximated by predefined appearance variations. In this work, we challen...