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Adaptive Second-Order Solvers for Fast Stochastic Diffusion Sampling

Kemperman, Ella et al.
arXiv (All) · Papers
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computation-and-languagecomputer-vision-and-pattern-recognitionmachine-learning
Diffusion models rely on numerical solvers requiring time-discretization, which has a large influence on the tradeoff between sampling cost and quality. However, the computational difficulty of the reverse process varies along the sampling trajectory and across data distributions, making the choice
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