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20182026
most citedA likelihood approach to nonparametric estimation of a singular distribution using deep generative models

13 citations · 20 across the 9 of their papers we have counts for

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cs.LG2026

What Drives the Inlier-Memorization Effect? A Theory of Outlier Detection via Early Training Dynamics

Kunwoong Kim, Dongha Kim

Outlier detection (OD) aims to identify anomalous instances by learning the underlying structure of normal data (inliers), and is particularly challenging in fully unsupervised set…