Web Reference: Diffusion Model 扩散模型最近学习了下DDPM相关知识，很多人对辣么多公式望而却步，但其实是引文原文是从信息熵角度分析的，所以很难懂，其实从马尔科夫和贝叶斯角度去考虑并没有多难。 本文尽量以大白话的方式阐… Nov 24, 2025 · 文章浏览阅读1w次，点赞74次，收藏90次。扩散模型通过逐步去噪实现高质量图像生成，其核心是噪声预测器学习训练数据的真实分布。在文本到图像任务中（如Stable Diffusion），模型结合文本编码器提供的语义条件指导生成过程。评估生成质量主要采用FID指标衡量图像分布相似度，以及CLIP模型验证 ... The central idea of diffusion, however, is common to all of these: a substance or collection undergoing diffusion spreads out from a point or location at which there is a higher concentration of that substance or collection.
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