Attentive CutMix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification

Walawalkar Devesh
Walawalkar Devesh
Shen Zhiqiang
Shen Zhiqiang
Liu Zechun
Liu Zechun

ICASSP, pp. 3642-3646, 2020.

Cited by: 2|Views14
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Abstract:

Convolutional neural networks (CNN) are capable of learning robust representation with different regularization methods and activations as convolutional layers are spatially correlated. Based on this property, a large variety of regional dropout strategies have been proposed, such as Cutout, DropBlock, CutMix, etc. These methods aim to ...More

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