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Feb, 2022
自我进化聚类
Self-Evolutionary Clustering
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Hanxuan Wang, Na Lu, Qinyang Liu
TL;DR
提出Self-Evolutionary Clustering (Self-EvoC)框架,采用模糊理论识别异常数据点并采用自我监督分类器生成目标分布以实现分类。实验证明,该方法优于现有deep clustering方法。
Abstract
deep clustering
outperforms conventional clustering by mutually promoting
representation learning
and
cluster assignment
. However, most ex
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