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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
生成模型已成为人工智能领域的关键突破,赋予机器创建高度逼真的图像、音频和文本的能力。在众多生成技术中,扩散模型和Flow Matching尤为引人注目。这两种方法虽然都致力于在噪声与结构化数据之间建立转换,但其基础原理存在本质区别。本文将系统地比较 ...
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