Diffusion reconstruction errors are explained by an instability of the probability-flow ODE: under sparsity assumptions, the chance of instability tends to one as image dimension grows.
Billingsley.Convergence of probability measures
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Instability in Diffusion ODEs: An Explanation for Inaccurate Image Reconstruction
Diffusion reconstruction errors are explained by an instability of the probability-flow ODE: under sparsity assumptions, the chance of instability tends to one as image dimension grows.