Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery
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Author / Creator
Zhang, Chuyu , Gu, Peiyan , Yu, Xueyang and He, Xuming
Publisher
Ithaca: Cornell University Library, arXiv.org
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Language
English
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Publisher
Ithaca: Cornell University Library, arXiv.org
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Contents
We tackle the generalized category discovery (GCD) problem, which aims to discover novel classes in unlabeled datasets by leveraging the knowledge of known classes. Previous works utilize the known class knowledge through shared representation spaces. Despite their progress, our analysis experiments show that novel classes can achieve impressive cl...
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Full title
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery
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TN_cdi_proquest_journals_3118115186
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3118115186
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E-ISSN
2331-8422
