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Flow Matching生成模型：从理论基础到Pytorch代码实现

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 ...
techtimes

MIT Merges Physics and AI for Image Generation With Poisson Flow Generative Model++

MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL) has unveiled an innovative AI model that merges principles of diffusion and Poisson Flow. According to MIT News, the researchers ...
ascopubs.org

Enhancing Patient-Trial Matching With Large Language Models: A Scoping Review of Emerging ...

A comprehensive search was conducted in PubMed, Web of Science, and OpenAlex for literature published between December 1, 2022, and December 31, 2024. Studies were included if they explicitly ...