Juchuan Guo

Decoupling Deep Domain Adaptation Method for Class-imbalanced Learning with Domain Discrepancy

2021 · 2021 7th IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC)

In a wide range of classification tasks, training data will produce class-imbalance due to collection difficulties in some classes, which leads to prediction biases on minority classes. For the class-imbalanced problem, existing researches are usually …