ParameterEfficientAdaptationforImageRestoration with HeterogeneousMixture-of-Experts

Image restoration, aiming to restore high-quality images from their degraded counterparts, is a fundamental computer vision problem and has been studied for many years. Due to its ill-posed nature, early research efforts [1,2,3]typically focus on developing single-task models, with each model handling only one specific degradation.