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insight - Generative Diffusion Models
Understanding Generative Diffusion Models in Statistical Thermodynamics
Generative diffusion models exhibit phase transitions and critical instability, revealing a deep connection to equilibrium statistical mechanics.
Theoretical Research on Generative Diffusion Models: Advancements and Insights
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.
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