@article{ficgenfrequencyinspiredcontextualdisenta, title = {FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation}, author = {Wenzhuang Wang and Yifan Zhao and Mingcan Ma and Ming Liu and Zhonglin Jiang and Yong Chen and Jia Li}, year = {2025}, eprint = {2509.01107}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.01107}, }