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P. N. Jeipratha

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Open access Sep 2026

Robust vision transformer adaptation for UAV imagery

A comprehensive empirical evaluation of lightweight label-free test-time adaptation (TTA) methods for improving the robustness of ViTs under such deployment conditions is presented, systematically comparing consistency-based self-supervision (MEMO) and entropy minimization (TENT) across datasets with varying classifica...

Jagan Murugesan, P. Vijitha, L. J. Vinita et al. · 0 citations

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