Adaptive Margin Global Classifier for Exemplar-Free Class-Incremental Learning

Zhongren Yao, Xiaobin Chang

Exemplar-free class-incremental learning (EFCIL) presents a significant challenge as the old class samples are absent for new task learning. Due to the severe imbalance between old…