
Generative diffusion models exhibit phase transitions and critical instability, revealing a deep connection to equilibrium statistical mechanics.


coremsg

understanding-generative-diffusion-models-in-statistical-thermodynamics


Understanding Generative Diffusion Models in Statistical Thermodynamics


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Generative diffusion models have shown high success in various fields with a powerful theoretical foundation. This study provides an overview of the theoretical developments in this domain, categorizing the research into training-based and sampling-based approaches.


theoretical-research-on-generative-diffusion-models-advancements-and-insights


Theoretical Research on Generative Diffusion Models: Advancements and Insights
