@article{enhancingdiffusionbasedrestorationmodels, title = {Enhancing Diffusion-based Restoration Models via Difficulty-Adaptive Reinforcement Learning with IQA Reward}, author = {Xiaogang Xu and Ruihang Chu and Jian Wang and Kun Zhou and Wenjie Shu and Harry Yang and Ser-Nam Lim and Hao Chen and Liang Lin}, year = {2025}, eprint = {2511.01645}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.01645}, }