@article{enhancingdiffusionmodelstabilityforimage,
  title = {Enhancing Diffusion Model Stability for Image Restoration via Gradient Management},
  author = {Hongjie Wu and Mingqin Zhang and Linchao He and Ji-Zhe Zhou and Jiancheng Lv},
  year = {2025},
  eprint = {2507.06656},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.06656},
}