No Forgetting Learning: Buffer-free Continual Learning Classification
arXiv:2503.04638v3 Announce Type: replace
Abstract: Most Continual Learning (CL) methods maintain performance on earlier tasks by storing exemplars in a replay buffer, introducing memory overhead that scales with the number of tasks and raising privac…