@article{pairedsamplingcontrastiveframeworkforjoi,
  title = {Paired-Sampling Contrastive Framework for Joint Physical-Digital Face Attack Detection},
  author = {Andrei Balykin and Anvar Ganiev and Denis Kondranin and Kirill Polevoda and Nikolai Liudkevich and Artem Petrov},
  year = {2025},
  eprint = {2508.14980},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.14980},
}