@article{showandpolishreferenceguidedidentitypres, title = {Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration}, author = {Wenkang Han and Wang Lin and Yiyun Zhou and Qi Liu and Shulei Wang and Chang Yao and Jingyuan Chen}, year = {2025}, eprint = {2507.10293}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.10293}, }