Deepfake Forensics Adapter: A Dual-Stream Network for Generalizable Deepfake Detection. - Jianfeng Liao; Yichen Wei; Raymond Chan Ching Bon; Shulan Wang; Kam-Pui Chow; Kwok-Yan Lam (CoRR, 2026)