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Federated test-time adaptation (FTTA) enables privacy-preserving model adaptation to unlabeled target data during inference, yet it struggles with dynamic source client availability and uncertain test...
Image classification
federated learning
test-time adaptation
class-wise pseudo-label
distribution shift
