The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability

26 October 2023

Papers citing "The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability"

6 / 6 papers shown

Title
Entropic Time Schedulers for Generative Diffusion Models Dejan Stancevic Luca Ambrogioni DiffM OOD 51 0 0 18 Apr 2025
Dynamic Negative Guidance of Diffusion Models Felix Koulischer Johannes Deleu G. Raya T. Demeester L. Ambrogioni DiffM 51 2 0 03 Jan 2025
Probing the Latent Hierarchical Structure of Data via Diffusion Models Antonio Sclocchi Alessandro Favero Noam Itzhak Levi M. Wyart DiffM 35 3 0 17 Oct 2024
Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion Enrico Ventura Beatrice Achilli Gianluigi Silvestri Carlo Lucibello L. Ambrogioni DiffM 32 5 0 08 Oct 2024
Nonequilbrium physics of generative diffusion models Zhendong Yu Haiping Huang DiffM AI4CE 45 4 0 20 May 2024
Dynamical Regimes of Diffusion Models Giulio Biroli Tony Bonnaire Valentin De Bortoli Marc Mézard DiffM 58 41 0 28 Feb 2024