TOC-SR: Task-Optimal Compact diffusion for Image Super Resolution

arXiv:2605.02767v1 Announce Type: cross Abstract: Diffusion models have recently demonstrated strong performance for image restoration tasks, including super-resolution. However, their large model size and iterative sampling procedures make them computationally expensive for practical deployment....