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cs.LG2026
Geometry-based Schrödinger Bridges for Trustworthy Multimodal Fusion
Jiayu Xiong, Jing Wang, Qi Zhang +2
Real-world multimodal systems must be robust against low-quality data, such as sensor noise, incomplete multimodal data and conflicting inputs. However, existing trustworthy fusion…
cs.CV2026
Inconsistency-aware Multimodal Schrödinger Bridge for Deepfake Localization
Jiayu Xiong, Jing Wang, Qi Zhang +2
Audio-visual deepfake localization demands interval-level outputs that serve as temporal evidence. Despite recent progress, symmetric fusion under single-sided or asynchronous forg…