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Understanding Latent Diffusability via Fisher Geometry

cs.LG · 2026-04-03 · unverdicted · novelty 6.0

Latent diffusability is quantified by decomposing the MMSE rate along diffusion trajectories into Fisher Information and Fisher Information Rate, with three geometric penalties (dimensional compression, tangential distortion, curvature injection) identified as sources of failure.

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  • Understanding Latent Diffusability via Fisher Geometry cs.LG · 2026-04-03 · unverdicted · none · ref 11

    Latent diffusability is quantified by decomposing the MMSE rate along diffusion trajectories into Fisher Information and Fisher Information Rate, with three geometric penalties (dimensional compression, tangential distortion, curvature injection) identified as sources of failure.