CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement

Xuanqi Gao, Juan Zhai, Shiqing Ma +3

Due to the model aging problem, Deep Neural Networks (DNNs) need updates to adjust them to new data distributions. The common practice leverages incremental learning (IL), e.g., Cl…