@article{umclunimodalgeneratedmultimodalcontrasti, title = {UMCL: Unimodal-generated Multimodal Contrastive Learning for Cross-compression-rate Deepfake Detection}, author = {Ching-Yi Lai and Chih-Yu Jian and Pei-Cheng Chuang and Chia-Ming Lee and Chih-Chung Hsu and Chiou-Ting Hsu and Chia-Wen Lin}, year = {2025}, eprint = {2511.18983}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.18983}, }