Pretrain-then-Adapt: Uncertainty-Aware Test-Time Adaptation for Text-based Person Search

Jiahao Zhang, Shaofei Huang, Yaxiong Wang +1

Text-based person search faces inherent limitations due to data scarcity, driven by stringent privacy constraints and the high cost of manual annotation. To mitigate this, existing…