2026
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
ICLR 2026poster
Recently, considerable progress has been made in all-in-one image restoration. Generally, existing methods can be degradation-agnostic or degradation-aware. However, the former are limited in leveraging degradation estimation-based priors, and the latter suffer from the inevitable error in degradati…