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20202026
most citedOut-of-Distribution Detection with Reconstruction Error and Typicality-based Penalty

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cs.LG2026

Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation

Genki Osada

While diffusion models enable new approaches for estimating Local Intrinsic Dimension (LID), existing methods fail in high-dimensional spaces where noise from vast normal direction…