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Jan, 2024
由样本稳定性驱动的深度嵌入聚类
Deep Embedding Clustering Driven by Sample Stability
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Zhanwen Cheng, Feijiang Li, Jieting Wang, Yuhua Qian
TL;DR
通过样本稳定性驱动的深度嵌入聚类(DECS)算法,消除了对伪目标的需求,并在五个数据集上展示了超越现有聚类方法的优越性能。
Abstract
deep clustering
methods improve the
performance
of clustering tasks by jointly optimizing deep representation learning and clustering. While numerous
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