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Score Combining for Contrastive OOD Detection

cs.LG · 2025-01-21 · conditional · novelty 6.0

A GLRT-based score-combining rule slightly improves average AUROC and detection rate over CSI/SupCSI and classical p-value combination methods in dataset-vs-dataset and leave-one-class-out OOD experiments.

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  • Score Combining for Contrastive OOD Detection cs.LG · 2025-01-21 · conditional · none · ref 4

    A GLRT-based score-combining rule slightly improves average AUROC and detection rate over CSI/SupCSI and classical p-value combination methods in dataset-vs-dataset and leave-one-class-out OOD experiments.