BriefGPT.xyz
Apr, 2022
图形剩余流
Graphical Residual Flows
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Jacobie Mouton, Steve Kroon
TL;DR
本文介绍了一种基于可逆残差网络的图形剩余流模型，能够精确计算这些流的Jacobi行列式。实验结果表明，图形剩余流在密度估计和推断任务中，提供了稳定、精确的反演效果，且比其他具有相似任务性能的流的效率更高。
Abstract
Graphical flows add further structure to normalizing flows by encoding non-trivial
variable dependencies
. Previous graphical flow models have focused primarily on a single flow direction: the normalizing direction for
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