论文标题

对异常检测的经典和变异自动编码器的比较

A comparison of classical and variational autoencoders for anomaly detection

论文作者

Patuzzo, Fabrizio

论文摘要

本文在异常检测的背景下分析和比较了经典和变分的自动编码器。为了更好地理解他们的体系结构和功能,描述其属性并比较其性能,它探讨了他们如何解决一个简单的问题:用斜率重建一条线。

This paper analyzes and compares a classical and a variational autoencoder in the context of anomaly detection. To better understand their architecture and functioning, describe their properties and compare their performance, it explores how they address a simple problem: reconstructing a line with a slope.

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