scholarly journals A systematic study of the class imbalance problem in convolutional neural networks

2018 ◽  
Vol 106 ◽  
pp. 249-259 ◽  
Author(s):  
Mateusz Buda ◽  
Atsuto Maki ◽  
Maciej A. Mazurowski
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Systematic Study ◽  
Class Imbalance ◽  
Class Imbalance Problem ◽  
Imbalance Problem

Output Layer Multiplication for Class Imbalance Problem in Convolutional Neural Networks

2020 ◽  
Vol 52 (3) ◽  
pp. 2637-2653
Author(s):  
Zhao Yang ◽  
Yuanxin Zhu ◽  
Tie Liu ◽  
Sai Zhao ◽  
Yunyan Wang ◽  
...  
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Class Imbalance ◽  
Class Imbalance Problem ◽  
Output Layer ◽  
Imbalance Problem
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