Guozhi Xu

A Timestep-Adaptive Frequency-Enhancement Framework for Diffusion-based Image Super-Resolution

Image super-resolution (ISR) is a classic and challenging problem in computer vision because of complex and unknown degradation patterns in the data collection process. Leveraging powerful generative priors, diffusion-based methods have recently established new state-of-the-art ISR performance, but