UniH${}^3$: Unifying Hierarchical Homogeneity and Heterogeneity for All-in-One Medical Image Restoration

Zhiwen Yang, Jiayin Li, Chengyu Liu +3

All-in-One medical image restoration (MedIR) aims to address diverse tasks across modalities and degradation types using a single universal model. Existing methods typically priori…