128 citations · 246 across the 28 of their papers we have counts for
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cs.CV2019★ 128 cited
Further advantages of data augmentation on convolutional neural networks
Alex Hernández-García, Peter König
Data augmentation is a popular technique largely used to enhance the training of convolutional neural networks. Although many of its benefits are well known by deep learning resear…
cs.CV2019
Learning robust visual representations using data augmentation invariance
Alex Hernández-García, Peter König, Tim C. Kietzmann
Deep convolutional neural networks trained for image object categorization have shown remarkable similarities with representations found across the primate ventral visual stream. Y…