A distribution-level optimization framework, dual averaging plus Doob's h-transform, aligns diffusion models with provable convergence and isoperimetry-free sampling.
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Direct Distributional Optimization for Provable Alignment of Diffusion Models
A distribution-level optimization framework, dual averaging plus Doob's h-transform, aligns diffusion models with provable convergence and isoperimetry-free sampling.