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

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

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  1. RESEARCH · CL_117180 ·

    New theory explains inlier-memorization effect in outlier detection · arXiv paper

    Researchers have developed a theoretical framework to explain the inlier-memorization (IM) effect, a phenomenon where deep learning models learn normal data patterns before anomalous ones. By studying a simple autoencod…