@article{Luo2024rsta, title={Taming diffusion models for image restoration: a review}, author={Luo, Ziwei and Gustafsson, Fredrik K. and Zhao, Zheng and Sj\"{o}lund, Jens and Sch\"{o}n, Thomas B.}, journal={Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences}, volume={383}, number={2299}, pages={20240358}, year={2025} }