DOLFIN: Balancing Stability and Plasticity in Federated Continual Learning

Omayma Moussadek, Riccardo Salami, Simone Calderara

Federated continual learning (FCL) enables models to learn new tasks across multiple distributed clients, protecting privacy and without forgetting previously acquired knowledge. H…