Huijuan Lu

Improving Class Balancing at Both Feature Extractor and Classifier Head

2022 · 2022 IEEE International Conference on Multimedia and Expo (ICME)

Training data are often imbalanced across classes in practice, and such class imbalance issue often causes model predictions biased toward majority classes during inference. Different from existing solutions which employ various training strategies to alleviate …