MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL

Jinhui Pang, Changqing Lin, Hao Lin +4

Graph Few-Shot Class-Incremental Learning (GFSCIL) enables models to continually learn from limited samples of novel tasks after initial training on a large base dataset. Existing…