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Diffusing Differentiable Representations

Published in arXiv (Cornell University) • Dec 9, 2024
Authors:
Yash Savani
,
Marc Finzi
,
J. Zico Kolter

Abstract

We introduce a novel, training-free method for sampling differentiable representations (diffreps) using pretrained diffusion models. Rather than merely mode-seeking, our method achieves sampling by "pulling back" the dynamics of the reverse-time process--from the image space to the diffrep parameter...

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