Regularization of Deep Neural Networks with Spectral Dropout

23 Nov 2017Salman KhanMunawar HayatFatih Porikli

The big breakthrough on the ImageNet challenge in 2012 was partially due to the `dropout' technique used to avoid overfitting. Here, we introduce a new approach called `Spectral Dropout' to improve the generalization ability of deep neural networks... (read more)

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