Layer-wise Noise Guided Selective Wavelet Reconstruction for Robust Medical Image Segmentation

Yuting Lu, Ziliang Wang, Weixin Xu +4

Clinical deployment requires segmentation models to stay stable under distribution shifts and perturbations. The mainstream solution is adversarial training (AT) to improve robustn…