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Title: GitHub - zsc/diffusion_tutorial · GitHub

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README	https://github.com/zsc/diffusion_tutorial
	https://github.com/zsc/diffusion_tutorial#扩散模型教程
	https://github.com/zsc/diffusion_tutorial#diffusion-models-from-theory-to-practice
	https://github.com/zsc/diffusion_tutorial#前置知识要求
	https://github.com/zsc/diffusion_tutorial#课程章节
第1章：扩散模型导论	https://github.com/zsc/diffusion_tutorial/blob/main/chapter1.md
	https://github.com/zsc/diffusion_tutorial#第1章扩散模型导论
第2章：神经网络架构：U-Net与ViT	https://github.com/zsc/diffusion_tutorial/blob/main/chapter2.md
	https://github.com/zsc/diffusion_tutorial#第2章神经网络架构u-net与vit
第3章：去噪扩散概率模型 (DDPM)	https://github.com/zsc/diffusion_tutorial/blob/main/chapter3.md
	https://github.com/zsc/diffusion_tutorial#第3章去噪扩散概率模型-ddpm
第4章：基于分数的生成模型	https://github.com/zsc/diffusion_tutorial/blob/main/chapter4.md
	https://github.com/zsc/diffusion_tutorial#第4章基于分数的生成模型
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	https://github.com/zsc/diffusion_tutorial#第5章连续时间扩散模型-pdesde
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	https://github.com/zsc/diffusion_tutorial#第8章采样算法与加速技术
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	https://github.com/zsc/diffusion_tutorial#第10章潜在扩散模型-ldm
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	https://github.com/zsc/diffusion_tutorial#第11章视频扩散模型
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	https://github.com/zsc/diffusion_tutorial#第12章文本扩散模型
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	https://github.com/zsc/diffusion_tutorial#第13章扩散模型的应用
第14章：前沿研究与未来方向	https://github.com/zsc/diffusion_tutorial/blob/main/chapter14.md
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	https://github.com/zsc/diffusion_tutorial#附录
附录A：测度论与随机过程速成	https://github.com/zsc/diffusion_tutorial/blob/main/appendix-a.md
	https://github.com/zsc/diffusion_tutorial#附录a测度论与随机过程速成
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附录C：信息几何与分数函数的力学解释	https://github.com/zsc/diffusion_tutorial/blob/main/appendix-c.md
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