BriefGPT.xyz
Jun, 2023
自编码器的最大似然训练
Maximum Likelihood Training of Autoencoders
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Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmerman...
TL;DR
本文首次成功地将自动编码器与极大似然训练法结合,通过提出改进的评估器并克服训练中的两个挑战,获得了具有竞争力性能的最大似然自动编码器(MLAE)模型。
Abstract
maximum likelihood
training
has favorable statistical properties and is popular for
generative modeling
, especially with normalizing flows
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