BriefGPT.xyz
Mar, 2024
最佳流匹配:一步学习直线轨迹
Optimal Flow Matching: Learning Straight Trajectories in Just One Step
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Nikita Kornilov, Alexander Gasnikov, Alexander Korotin
TL;DR
发展流匹配方法用于生成模型,追求流的直线轨迹,实现最优输运位移;文章提出一种新颖的最优流匹配方法,在一步流匹配中恢复二次成本下的直线输运位移。
Abstract
Over the several recent years, there has been a boom in development of
flow matching methods
for
generative modeling
. One intriguing property pursued by the community is the ability to learn flows with
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