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20242026
most citedAdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments

8 citations · 8 across the 3 of their papers we have counts for

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cs.CV2025

SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity

Ke Ma, Jiaqi Tang, Bin Guo +8

Despite the growing integration of deep models into mobile terminals, the accuracy of these models declines significantly due to various deployment interferences. Test-time adaptat…