novel-class

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Here are 3 public repositories matching this topic...

PRIS-CV / On-the-fly-Category-Discovery

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Code release for Your “On-the-fly Category Discovery (CVPR 2023)”

deep-learning open-world novel-class-discovery novel-categories novel-class novel-category-discovery

Updated Jul 15, 2023
Python

nayeemrizve / OpenLDN

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"OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (ECCV 2022)

machine-learning deep-learning clustering open-world semi-supervised-learning pseudo-labeling open-world-classification bi-level-optimization novel-class open-world-semi-supervised-learning

Updated Mar 14, 2023
Python

KevinDepedri / Novel-Class-Discovery

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Testing AutoNovel and UNO novel-class-discovery techniques to assess their prerformances under different settings. Plot of tSNE to evaluate clustering capabilities for known and new classes

ssl deep-learning uno unsupervised-learning tsne tsne-plot self-supervised-learning tsne-visualization unbalanced-datasets novel-class-discovery novel-class auto-novel

Updated Jul 6, 2023
Jupyter Notebook

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