Post-trainingIterativeHierarchicalData AugmentationforDeepNetworks

Neural Information Processing Systems 

DA increases the size of the training data set, generally, in two ways. The first approach expands thetraining data byperforming expert-defined content preserving transformations toexisting data points [2].

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