@article{perceiveunderstandandrestorerealworld, title = {Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models}, author = {Hongyang Wei and Shuaizheng Liu and Chun Yuan and Lei Zhang}, year = {2025}, eprint = {2503.11073}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.11073v1}, }