Preprint
Jul 2026
ScaleResfusion: Residual Rectified Flow based on Residual Vector Field
ScaleResfusion is presented, a scalable diffusion framework for real-world image restoration built on pre-trained text-to-image rectified-flow models that achieves state-of-the-art performance with much higher efficiency and a knowledge-distillation pipeline to reduce sampling cost while maintaining restoration quality.
Zhenning Shi, Chengxin Xu, Junhao Zhang et al.
· 0 citations