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Diffusion-Based Representation Learning

Published in arXiv (Cornell University) • May 29, 2021
NobleIDNI1P77W09R13S02
Authors:
Sarthak Mittal
,
Korbinian Abstreiter
,
Sebastian Bauer

Abstract

Diffusion-based methods represented as stochastic differential equations on a continuous-time domain have recently proven successful as a non-adversarial generative model. Training such models relies on denoising score matching, which can be seen as multi-scale denoising autoencoders. Here, we augme...

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