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Hyeong-Tae Cha

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#computer vision Preprint Oct 2026

Test-Time Adaptation of Quantized ViTs via Single-Pass Quantizer-Aligned Recalibration

Quantizer-Aligned Recalibration (QuAR), a single-pass TTA method tailored to quantized ViTs that neither backpropagates nor updates any model parameters is proposed, which achieves the highest mean accuracy among state-of-the-art backpropagates nor updates any model parameters.

Hyeong-Tae Cha, Young D. Kwon, Sung-Ju Lee · 0 citations