Direct Discrepancy Replay: Distribution-Discrepancy Condensation and Manifold-Consistent Replay for Continual Face Forgery Detection

@misc{zhang2026direct,
  title = {Direct Discrepancy Replay: Distribution-Discrepancy Condensation and Manifold-Consistent Replay for Continual Face Forgery Detection},
  author = {Tian-Shuo Zhang and Haoyuan Zhang and Siran Peng and Weisong Zhao and Xiangyu Zhu and Zhen Lei},
  year = {2026},
  eprint = {2604.12941},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.12941},
}