QUSR: Quality-Aware and Uncertainty-Guided Image Super-Resolution Diffusion Model

Junjie Yin, Jiaju Li, Hanfa Xing

Diffusion-based image super-resolution (ISR) has shown strong potential, but it still struggles in real-world scenarios where degradations are unknown and spatially non-uniform, of…