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Original Research
Published 9 September 2026
AdaTent++: reliability-guided hybrid test-time adaptation for traffic sign detection under distribution shift
Xiaomei Gai · Meichun Wang · Yantong Guo · Shiyu Wang · Ye Li · Rui Fu
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1842851