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Data Diversification Analysis on Data Preprocessing

Published in Zenodo (CERN European Organization for Nuclear Research) • Sep 23, 2023
Authors:
Taeyoon Kim
,
ChanHo Park
,
Heelim Hong

Abstract

A statistical analysis to examine the diversity distribution resulting from two different approaches: The first one, the standard approach, is a baseline augmentation approach where a random augmentation is applied to each sample in each epoch independently; The second one, the random batch approach...

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