Articles with "adaptive loss" as a keyword



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Pareto-optimal Adaptive Loss Residual Shrinkage Network for Imbalanced Classification of Machinery Fault Diagnostics

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Published in 2021 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2021.3094186

Abstract: In the industrial applications of mechanical fault diagnosis, machines work in normal condition at most time. In other words, most of the collected datasets are highly imbalanced. Although deep learning has been widely applied in… read more here.

Keywords: optimal adaptive; pareto optimal; loss; residual shrinkage ... See more keywords