Feature Mining: A Novel Training Strategy for Convolutional Neural Network

Feature Mining: A Novel Training Strategy for Convolutional Neural Network

In this paper, we propose a novel training strategy named Feature Mining for convolutional neural networks (CNNs) that aims to strengthen the network’s learning of the local features. Through experiments, we found that different parts of the feature contain different semantics, while the network wil...

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Bibliographic Details
Main Authors: Tianshu Xie, Jiali Deng, Xuan Cheng, Minghui Liu, Xiaomin Wang, Ming Liu
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Applied Sciences
Subjects:
classification
convolutional neural network
training strategy
regularization
Online Access:https://www.mdpi.com/2076-3417/12/7/3318

Internet

https://www.mdpi.com/2076-3417/12/7/3318

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