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Density-Level Backward Error for Low-NFE Generative Flows

Obzherin, Ewsey et al.
arXiv (All) · Papers
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49q22machine-learningnumerical-analysis
Low-NFE generative ODE sampling is constrained not only by solver order, but also by how a fixed budget of network evaluations is distributed along the flow. We develop a density-level backward-error framework that identifies the component of a solver's modified-equation defect that changes the evol
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