MPCS: Neuroplastic Continual Learning via Multi-Component Plasticity and Topology-Aware EWC
DGX agentarXiv:2605.02509v1 Announce Type: new Abstract: Continual learning systems face a fundamental tension between plasticity -- acquiring new knowledge -- and stability -- retaining prior knowledge. We in