本文详细介绍了Flow Matching这一新兴的生成建模方法，从数学理论基础出发，逐步构建完整的实现框架。与传统扩散模型通过逆向去噪过程生成数据不同，Flow Matching通过学习时间相关的速度场，建立从噪声分布到目标数据分布的直接映射路径。文章将理论推导与 ...

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