Jiayi Hou

Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning

Exemplar rehearsal-based methods with knowledge distillation (KD) have been widely used in class incremental learning (CIL) scenarios. However, they still suffer from performance degradation because of severely distribution discrepancy between training and test set caused by the limited storage memo…