Uncertainty-Guided Latent Diffusion Models for Faithful Super Resolution

Ren Wang, Yung-Yu Chuang

The perception-distortion trade-off poses a fundamental challenge in single-image super-resolution (SR). Although diffusion-based SR methods excel at generating perceptually realis…