@article{diagnosingandimprovingdiffusionmodelsby, title = {Diagnosing and Improving Diffusion Models by Estimating the Optimal Loss Value}, author = {Yixian Xu and Shengjie Luo and LiWei Wang and Di He and Chang Liu}, year = {2025}, eprint = {2506.13763}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.13763v1}, }