"replay-based methods" Papers

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Defying Imbalanced Forgetting in Class Incremental Learning

Shixiong Xu, Gaofeng Meng, Xing Nie et al.

AAAI 2024paperarXiv:2403.14910

Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization

Yichen WU, Hong Wang, Peilin Zhao et al.

Summarizing Stream Data for Memory-Constrained Online Continual Learning

Jianyang Gu, Kai Wang, Wei Jiang et al.

AAAI 2024paperarXiv:2305.16645