@article{diffusiononceanddonedegradationawarelora,
  title = {Diffusion Once and Done: Degradation-Aware LoRA for Efficient All-in-One Image Restoration},
  author = {Ni Tang and Xiaotong Luo and Zihan Cheng and Liangtai Zhou and Dongxiao Zhang and Yanyun Qu},
  year = {2025},
  eprint = {2508.03373},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.03373},
}