Symmetry breaking and nonlocality phase transitions occur nearly simultaneously during diffusion model generation in modern transformers.
Generative diffusion in very large dimensions.Journal of Statistical Mechanics: Theory and Experiment, 2023(9):093402, oct 2023
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The paper links phase-transition behavior in continuous generative samplers to projection caustics in the data geometry and introduces the Critical Boundary Detector as a diagnostic tool.
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Concurrence of Symmetry Breaking and Nonlocality Phase Transitions in Diffusion Models
Symmetry breaking and nonlocality phase transitions occur nearly simultaneously during diffusion model generation in modern transformers.
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The Geometry of Phase Transitions in Generative Dynamics via Projection Caustics
The paper links phase-transition behavior in continuous generative samplers to projection caustics in the data geometry and introduces the Critical Boundary Detector as a diagnostic tool.