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Overfitting remedy by sparsifying regularization on fully-connected layers of CNNs

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0 Published in 2019 at "Neurocomputing"

DOI: 10.1016/j.neucom.2018.03.080

Abstract: Abstract Deep learning, especially Convolutional Neural Networks (CNNs), has been widely applied in many domains. The large number of parameters in a CNN allow it to learn complex features, however, they may tend to hinder… read more here.

Keywords: overfitting remedy; sparsifying regularization; connected layers; regularization ... See more keywords