逐步扩散：入门教程

Jun, 2024

Step-by-Step Diffusion: An Elementary Tutorial

Preetum Nakkiran, Arwen Bradley, Hattie Zhou, Madhu Advani

TL;DR我们提供了一门面向无扩散经验的技术人员的可达到的关于扩散模型和流匹配的机器学习入门课程，我们尽可能简化数学细节（有时启发式地），同时保留足够的精确性来推导正确的算法。

Abstract

We present an accessible first course on diffusion models and flow matching for machine learning, aimed at a technical audience with no di