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WISE-ATTA: When to Ask for Labels in Budgeted Active Test-Time Adaptation
Active test-time adaptation (ATTA) improves robustness under distribution shift by updating a deployed model during inference while selectively querying supervision. However, most existing ATTA methods implicitly assume that supervision can be requested for every incoming test batch, which can incur
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