Reading List

NOTE: This article is still under construction and may be subject to (rapid) change.

<aside> 💡 [Errata! 2022-08-18] Rewrite here to address an important error about the emergence of the posterior $q(x_{t-1}|x_t, x_0)$ . My apologies for any misleadings! And thank you Dr. Hao Zhou for kindly pointing it out!

[New! 2022-06-26] Video record of this blog is out! (in Chinese):

什么是 Diffusion Models/扩散模型？_哔哩哔哩_bilibili

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• TODO (2022-06-23):

Table of Content

Learning Notes of Diffusion Models

MUST-READ

• What are Diffusion Models? | Lil'Log (Lilian Weng, Applied AI Research Manager, OpenAI)
• Yang Song | Generative Modeling by Estimating Gradients of the Data Distribution (Yang Song, PhD, Stanford)