R${}^2$M: Real-Aware Residual Model Merging for Robust and Generalizable Deepfake Detection

Jinhee Park, Guisik Kim, Choongsang Cho +1

Deepfake generators evolve rapidly, making exhaustive data collection and repeated retraining impractical. Unlike generic multi-task settings, deepfake specialists share a common b…