[技术调研]数据不平衡解决方法调研

综述

1.Survey on deep learning with class_imbalance
2.https://mp.weixin.qq.com/s/TEfK_-QyWTRnRPOD775Wbg

相关Loss

focal loss
https://www.zhihu.com/search?type=content&q=focal%20loss
MutiMarginLoss
https://blog.csdn.net/ltochange/article/details/118001115
triple loss

dice loss
http://www.360doc.com/content/20/1027/19/72090593_942674952.shtml
https://blog.csdn.net/zhangxb35/article/details/72464152

数据扩充方法

• 数据增强包
  https://pypi.org/project/imbalanced-learn/#description
• 互译、EDA、MLM etc.
  https://blog.csdn.net/u010212101/article/details/119391731

time: 2021年09月07日