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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Tianshu Xie, Jiali Deng, Xuan Cheng, Minghui Liu, Xiaomin Wang, Ming Liu
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2022-03-01
Цуврал:	Applied Sciences
Нөхцлүүд:	classification convolutional neural network training strategy regularization
Онлайн хандалт:	https://www.mdpi.com/2076-3417/12/7/3318
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!