A list of papers that studies Novel Class Discovery
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Aug 8, 2025
#
novel-class-discovery
Here are 15 public repositories matching this topic...
PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)
clustering semi-supervised-learning incremental-learning self-supervised-learning novel-class-discovery open-world-semi-supervised-learning
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Sep 10, 2024 - Python
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
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Jul 15, 2023 - Python
(CVPR 2024) Active Generalized Category Discovery
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Oct 17, 2024 - Python
"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)
machine-learning deep-learning clustering open-world pytorch uncertainty semi-supervised-learning optimal-transport pseudo-labeling sinkhorn-knopp novel-class-discovery open-world-learning open-world-semi-supervised-learning
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Mar 14, 2023 - Python
(NeurIPS 2024) Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
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Apr 11, 2025 - Python
[CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery
computer-vision kullback-leibler-divergence mutual-information novel-class-discovery novel-category-discovery
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Dec 31, 2023 - Python
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery - ECCV 2024 paper
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Oct 26, 2024 - Python
[ICKG 2022] A Method for Discovering Novel Classes in Tabular Data
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Aug 20, 2024 - Python
The code of Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery (ICCV 2025 IICMVNCD )
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Jul 17, 2025 - MATLAB
[ECML PKDD 2023] An Interactive Interface for Novel Class Discovery in Tabular Data
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Aug 20, 2024 - JavaScript
Overview of visual novel category discovery (or novel class discovery, NCD) methods.
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Jul 6, 2022
[DMKD 2024] A Practical Approach to Novel Class Discovery in Tabular Data
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Aug 20, 2024 - Jupyter Notebook
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
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Jul 6, 2023 - Jupyter Notebook
Simple web interface designed to assist the user in solving the Machine Learning problem of Novel Class Discovery
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Dec 12, 2024 - JavaScript
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