Survey on Sequence Data Augmentation

Survey on Sequence Data Augmentation

To pursue higher accuracy, the structure of deep learning model is getting more and more complex, with deeper and deeper network. The increase in the number of parameters means that more data are needed to train the model. However, manually labeling data is costly, and it is not easy to collect data...

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Bibliographic Details
Main Author: GE Yizhou, XU Xiang, YANG Suorong, ZHOU Qing, SHEN Furao
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2021-07-01
Series:Jisuanji kexue yu tansuo
Subjects:
sequence data
data augmentation
deep learning
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2790.shtml

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