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8 changes: 4 additions & 4 deletions _posts/2025-11-03-the-principles-of-diffusion-models.md
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Expand Up @@ -13,16 +13,16 @@ tags: [diffusion-models, reading-notes, generative-models]

关于diffusion model，同事曾推荐我以下的资料：

- [Diffusion Models | Paper Explanation | Math Explained](http s://www.youtube.com/watch?v=HoKDTa5jHvg&t=444s)
- [Diffusion Models | Paper Explanation | Math Explained](https://www.youtube.com/watch?v=HoKDTa5jHvg&t=444s)
- [Flow Matching | Explanation + PyTorch Implementation](https://www.youtube.com/watch?v=7cMzfkWFWhI)

同事说可以直接看第二个，但都是公式推导，我连那些基本的棍子符号都忘记是什么意思了，这个视频我打开过三次，看到公示就开始涣散了，我决定放过我自己，等我足够厉害了再回来看这个广受好评的视频。
同事说可以直接看第二个，但都是公式推导，我连那些基本的棍子符号都忘记是什么意思了，这个视频我打开过三次，看到公式就开始涣散了，我决定放过我自己，等我足够厉害了再回来看这个广受好评的视频。

为了给我自己梳理一下diffusion model，我决定应该先大概建立一个感性的概念。

**3Blue1Brown** 一向是这方面的专家，**强烈**建议观看：[But how do AI images and videos actually work? | Guest video by Welch Labs](https://youtu.be/iv-5mZ_9CPY?si=n8vbkBPiJDRM_YHl)

如果上面这个视频对你来说还是有点困难，可以先从最小幅度开始建立这种感性的概念：[【闪客】为啥AI画的“表”总是10:10？]( https://www.bilibili.com/video/BV11RWizREYM/?share_source=copy_web&vd_source=4bfa9204702e7e835ea454eb5c71a71a)
如果上面这个视频对你来说还是有点困难，可以先从最小幅度开始建立这种感性的概念：[【闪客】为啥AI画的“表”总是10:10？](https://www.bilibili.com/video/BV11RWizREYM/?share_source=copy_web&vd_source=4bfa9204702e7e835ea454eb5c71a71a)


### diffusion model 大概在做什么事情？
Expand All @@ -35,4 +35,4 @@ tags: [diffusion-models, reading-notes, generative-models]

### 参考文献

[1] The Principles of Diffusion Models: From Origins to Advances. arXiv preprint arXiv:2510.21890, 2025. https://arxiv.org/pdf/2510.21890
[1] The Principles of Diffusion Models: From Origins to Advances. arXiv preprint arXiv:2510.21890, 2025. https://arxiv.org/pdf/2510.21890