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ENTITY Hyperspherical Pooled Mahalanobis (HPM)

Hyperspherical Pooled Mahalanobis (HPM)

PulseAugur coverage of Hyperspherical Pooled Mahalanobis (HPM) — every cluster mentioning Hyperspherical Pooled Mahalanobis (HPM) across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_38001 ·

    New HPM detector boosts OOD detection with simpler feature geometry

    Researchers propose a new post-hoc detector called Hyperspherical Pooled Mahalanobis (HPM) for long-tailed out-of-distribution (LT-OOD) detection. This method normalizes features and uses a pooled, ridge-regularized met…