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prototype-based classification

9 papers

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Co-occurring keywords · papers mentioning both

learning vector quantization (2) hierarchical classification (2) generalization ability (1) gaussian mixture model (1) semantic embedding (1) neural collapse (1) out-of-distribution detection (1) open-set recognition (1) 3d point cloud (1) unbalanced optimal transport (1)

Papers

Continual Out-of-Distribution Detection with Analytic Neural Collapse AAAI 2026 SCOUT: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification ACL 2026 Interpretable3D: An Ad-Hoc Interpretable Classifier for 3D Point Clouds AAAI 2024 Predefined Prototypes for Intra-Class Separation and Disentanglement Interspeech 2024 Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems Interspeech 2023 Prototype Based Classification from Hierarchy to Fairness ICML 2022 sklvq: Scikit Learning Vector Quantization JMLR 2021 Large Margin Taxonomy Embedding for Document Categorization NeurIPS 2008 Dynamics and Generalization Ability of LVQ Algorithms JMLR 2007