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News/Identifying Latent Concepts and Structures for Generalized Category Discovery
arxiv
PublishedJuly 2, 2026 at 4:00 AM
▲bullish

Identifying Latent Concepts and Structures for Generalized Category Discovery

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arxiv.orgfull article ↗
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Publisher summary· verbatim

arXiv:2607.00620v1 Announce Type: cross Abstract: Generalized Category Discovery (GCD) aims to recognize known classes while autonomously discovering novel ones in open-world settings. However, current approaches primarily focus on designing clustering objectives, often overlooking a critical bottle

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  • 01
    Compositional Primitive Fields (CPF-GCD)
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arxiv
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#computer-vision#representation-learning#open-world-recognition

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Mentioned models
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  • 01
    Compositional Primitive Fields (CPF-GCD)
Source
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arxiv
Read original ↗All from arxiv →
Tags
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#computer-vision#representation-learning#open-world-recognition
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