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Poznan University of Technology, Akces NCBR
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Fixing the teacher's weights during Test-Time Adaptation can lead to substantial performance gains and greater robustness against hyperparameter changes.
Backpropagation-free test-time adaptation can be both accurate and efficient: PACE achieves state-of-the-art accuracy while slashing runtime by over 50%.