BriefGPT.xyz
May, 2017
掩码自回归流密度估计
Masked Autoregressive Flow for Density Estimation
HTML
PDF
George Papamakarios, Theo Pavlakou, Iain Murray
TL;DR
使用Masked Autoregressive Flow构建自回归模型栈,提高神经密度估计的灵活性,达到最先进的性能表现。
Abstract
autoregressive models
are among the best performing
neural density estimators
. We describe an approach for increasing the flexibility of an autoregressive model, based on modelling the
→