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Koopman Observers for Diffusion Acceleration: Correcting Feature Forecasts with Shallow Measurements

Bai, Hanru et al.
arXiv (All) · Papers
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dynamical-systemsmachine-learning
Feature caching accelerates diffusion sampling by replacing expensive network evaluations with predictions from previously computed activations. However, forecasts based only on past features cannot directly incorporate changes in the current denoising state. We investigate whether inexpensive, fres
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