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Accelerating Diffusion Sampling with Optimized Time Steps

Published in arXiv (Cornell University) • Feb 27, 2024
NobleIDNI5P55W03R41S37
Authors:
Shuchen Xue
,
Zhaoqiang Liu
,
Fei Chen

Abstract

Diffusion probabilistic models (DPMs) have shown remarkable performance in high-resolution image synthesis, but their sampling efficiency is still to be desired due to the typically large number of sampling steps. Recent advancements in high-order numerical ODE solvers for DPMs have enabled the gene...

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