AI RESEARCH
Inconsistency-aware Multimodal Schr\"odinger Bridge for Deepfake Localization
arXiv CS.CV
•
ArXi:2605.23113v1 Announce Type: new Audio-visual deepfake localization demands interval-level outputs that serve as temporal evidence. Despite recent progress, symmetric fusion under single-sided or asynchronous forgeries propagates cross-modal noise, degrading high-precision localization. We present IaMSB, an inconsistency-aware multimodal Schr\"odinger Bridge (SB) that jointly estimates cross-modal consistency and performs interval-level localization.