@article{onlytrainonceuncertaintyawareoneclasslea, title = {Only Train Once: Uncertainty-Aware One-Class Learning for Face Authenticity Detection}, author = {Qingchao Jiang and Zhenxuan Hou and Zhiying Zhu and Zhenxing Qian and Xinpeng Zhang and Zaiwang Gu}, year = {2026}, eprint = {2605.10040}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.10040}, }