Articles with "regularization deep" as a keyword



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Shakedrop Regularization for Deep Residual Learning

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Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2960566

Abstract: Overfitting is a crucial problem in deep neural networks, even in the latest network architectures. In this paper, to relieve the overfitting effect of ResNet and its improvements (i.e., Wide ResNet, PyramidNet, and ResNeXt), we… read more here.

Keywords: shakedrop regularization; regularization deep; residual learning; deep residual ... See more keywords