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

@inproceedings{allan-2026-pretrainthenadapt, author = {James Allan and Jiahao Zhang and James Allan and Jiahao Zhang and Shaofei Huang and Yaxiong Wang and Zhedong Zheng}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Pretrain-then-Adapt: Uncertainty-Aware Test-Time Adaptation for Text-based Person Search}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {2320--2331}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809598}, doi = {https://doi.org/10.1145/3805712.3809598} }