Self-supervised Bidirectional Synchronization Estimation for Multimodal Deepfake Detection with Short-term Dependency.

@inproceedings{xiao-2025-selfsupervised, author = {Man Xiao and Jianbin Ye and Bo Liu and Zijian Gao and Kele Xu and Xiaodong Wang}, editor = {Zhongfei Zhang and Elisa Ricci and Yan Yan and Liqiang Nie and Vincent Oria and Lamberto Ballan}, title = {{Self-supervised Bidirectional Synchronization Estimation for Multimodal Deepfake Detection with Short-term Dependency}}, booktitle = {{Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025}}, pages = {1569--1578}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3731715.3733429}, doi = {https://doi.org/10.1145/3731715.3733429} }