Articles with "weight decorrelation" as a keyword



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A kernel-based weight decorrelation for regularizing CNNs

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Published in 2021 at "Neurocomputing"

DOI: 10.1016/j.neucom.2020.11.065

Abstract: Abstract Recent years has witnessed the success of convolutional neural networks (CNNs) in many machine learning and pattern recognition applications, especially in image recognition. However, due to the increasing model complexity, the parameter redundancy problem… read more here.

Keywords: cnns; kernel based; decorrelation regularizing; based weight ... See more keywords