BriefGPT.xyz
Jan, 2019
离散序列的潜在正则化流
Latent Normalizing Flows for Discrete Sequences
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Zachary M. Ziegler, Alexander M. Rush
TL;DR
提出了一种基于VAE的生成模型,该模型联合训练了基于正则化流的潜在空间分布和到观察到的离散空间的随机映射,解决了直接对离散序列应用正则化流所面临的挑战,并具有可比拟的性能和流灵活性。
Abstract
normalizing flows
have been shown to be a powerful class of
generative models
for continuous random variables, giving both strong performance and the potential for non-autoregressive generation. These benefits ar
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