Training for Identity, Inference for Controllability: A Unified Approach to Tuning-Free Face Personalization.

@inproceedings{pang-2026-training, author = {Lianyu Pang and Ji Zhou and Qiping Wang and Baoquan Zhao and Zhenguo Yang and Qing Li and Xudong Mao}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{Training for Identity, Inference for Controllability: A Unified Approach to Tuning-Free Face Personalization}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {1879--1888}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810698}, doi = {https://doi.org/10.1145/3805622.3810698} }