AI RESEARCH
MPCS: Neuroplastic Continual Learning via Multi-Component Plasticity and Topology-Aware EWC
arXiv CS.LG
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ArXi:2605.02509v1 Announce Type: new Continual learning systems face a fundamental tension between plasticity -- acquiring new knowledge -- and stability -- retaining prior knowledge. We