arxiv:2406.08929

Step-by-Step Diffusion: An Elementary Tutorial

Published on Jun 13, 2024

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Abstract

We present an accessible first course on diffusion models and flow matching for machine learning, aimed at a technical audience with no diffusion experience. We try to simplify the mathematical details as much as possible (sometimes heuristically), while retaining enough precision to derive correct algorithms.

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