AIWalker

Mar 3, 2025 · Artificial Intelligence

ByteDance’s Diffusion Restoration Adapter Achieves State‑of‑the‑Art Real‑World Image Recovery

This paper introduces a lightweight Diffusion Restoration Adapter that integrates into pre‑trained diffusion priors such as StableDiffusion XL and StableDiffusion 3, dramatically reduces parameter overhead compared with ControNet, and delivers superior quantitative and visual results on real‑world image restoration benchmarks through a novel sampling strategy.