A deep multiple self-supervised clustering model based on autoencoder networks

Abstract Numerous models for deep clustering have been proposed in recent times, exhibiting remarkable performance in unsupervised learning. However, they often concentrate on the features of the data itself, seldom taking into account the structure and distribution of the data during representation...

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Bibliographic Details
Main Authors: Ling Zhu, Zijin Liu, Guangyu Liu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-00349-z
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