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What is: DropBlock?

SourceDropBlock: A regularization method for convolutional networks
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

DropBlock is a structured form of dropout directed at regularizing convolutional networks. In DropBlock, units in a contiguous region of a feature map are dropped together. As DropBlock discards features in a correlated area, the networks must look elsewhere for evidence to fit the data.