@article{whengenerativereplaymeetsevolvingdeepfak, title = {When Generative Replay Meets Evolving Deepfakes: Domain-Aware Relative Weighting for Incremental Face Forgery Detection}, author = {Hao Shen and Jikang Cheng and Renye Yan and Zhongyuan Wang and Wei Peng and Baojin Huang}, year = {2025}, eprint = {2511.18436}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.18436}, }