Stochastic Thermodynamics of Score Matching in Diffusion Models

Xuehao Ding, H. T. Quan, Yuhai Tu

Score-based diffusion models are a powerful class of generative AI systems capable of sampling from complex, high-dimensional probability distributions. Their dynamics consist of a…