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Jan, 2018
深度学习聚类：分类与新方法
Clustering with Deep Learning: Taxonomy and New Methods
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Elie Aljalbout, Vladimir Golkov, Yawar Siddiqui, Daniel Cremers
TL;DR
本文提出了基于深度神经网络的系统聚类方法及分类法，并通过案例研究证明该分类法可用于创造新的聚类方法以克服其个别限制，而实验结果表明该方法能够达到甚至超过现有最高的聚类质量。
Abstract
clustering
is a fundamental machine learning method. The quality of its results is dependent on the data distribution. For this reason,
deep neural networks
can be used for learning better representations of the
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