BriefGPT.xyz
Dec, 2018
深度生成模型的快速近似测地线
Fast Approximate Geodesics for Deep Generative Models
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Nutan Chen, Francesco Ferroni, Alexej Klushyn, Alexandros Paraschos, Justin Bayer...
TL;DR
通过在来自聚合近似后验的有限样本图中找到最短路径，我们提出了一种解决高维空间中数据相似性计算的方法，并在图像数据的多个实验中进行了验证。
Abstract
The length of the
geodesic
between two data points along the
riemannian manifold
, induced by a
deep generative model
, yields a principled
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