Articles with "labeled examples" as a keyword



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Data augmentation for handwritten digit recognition using generative adversarial networks

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Published in 2020 at "Multimedia Tools and Applications"

DOI: 10.1007/s11042-020-08883-w

Abstract: Supervised learning techniques require labeled examples that can be time consuming to obtain. In particular, deep learning approaches, where all the feature extraction stages are learned within the artificial neural network, require a large number… read more here.

Keywords: generative adversarial; adversarial networks; recognition; labeled examples ... See more keywords