conftrace_

prototype-based classification

9 papers

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Co-occurring keywords

learning vector quantization (2) hierarchical classification (240) generalization ability (82) gaussian mixture model (389) neural collapse (51) out-of-distribution detection (617) open-set recognition (127) 3d point cloud (179) unbalanced optimal transport (18) triplet loss (192)

Papers

SCOUT: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification ACL 2026
Continual Out-of-Distribution Detection with Analytic Neural Collapse AAAI 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 NIPS 2008
Dynamics and Generalization Ability of LVQ Algorithms JMLR 2007