2026
Divide and Conquer: Reliable Multi-View Evidential Learning for Deepfake Detection
ICML 2026poster
With the evolution of generative models, deepfakes have achieved near-perfect semantic realism, leaving forensic traces only in subtle structural anomalies. However, existing single-view paradigms often fail to generalize, as dominant semantic features overwhelm subtle artifact cues within entangled…