Diagnosing and Improving Diffusion Models by Estimating the Optimal Loss Value

Yixian Xu, Shengjie Luo, Liwei Wang +2

Diffusion models have achieved remarkable success in generative modeling. Despite more stable training, the loss of diffusion models is not indicative of absolute data-fitting qual…