ClusMatch : Improving Deep Clustering by Unified Positive and Negative Pseudo-Label Learning

Recently, deep clustering methods have achieved remarkable results compared to traditional clustering approaches. However, its performance remains constrained by the absence of annotations. A thought-provoking observation is that there is still a significant gap between deep clustering and semi-supe...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 11 vom: 06. Okt., Seite 9688-9701
Auteur principal: Wu, Jianlong (Auteur)
Autres auteurs: Li, Zihan, Sun, Wei, Yin, Jianhua, Nie, Liqiang, Lin, Zhouchen
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article