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生成AI的两大范式:扩散模型与Flow Matching的理论基础与技术比较
Flow Matching则构建噪声分布与数据分布间的连续路径(流)。这一过程可类比为定义一种平滑的转换计划,使随机噪声逐渐形成有结构的数据,如同观察一块黏土从无序状态被塑造成精细雕像的过程。
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