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Transfer Learning Layer Selection Using Genetic Algorithm

Published • Jul 1, 2020
Authors:
Satsuki Nagae
,
Shin Kawai
,
Hajime Nobuhara

Abstract

The performance of transfer learning in convolutional neural networks depends on the selection of which layers are to be learned again and which are not. Generally, layers selection is performed manually; however, as the number of layers increases, the layers selection process becomes increasingly d...

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