FedProTIP combines gradient projection onto orthogonal complements of prior-task subspaces with subspace-relevance task-identity prediction to achieve replay-free, task-agnostic federated continual learning.
GLFC (Dong et al., 2022
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Task-Agnostic Federated Continual Learning via Replay-Free Gradient Projection
FedProTIP combines gradient projection onto orthogonal complements of prior-task subspaces with subspace-relevance task-identity prediction to achieve replay-free, task-agnostic federated continual learning.