Context-specific Credibility-aware Multimodal Fusion with Conditional Probabilistic Circuits

ArXi:2603.26629v1 Announce Type: new Multimodal fusion requires integrating information from multiple sources that may conflict depending on context. Existing fusion approaches typically rely on static assumptions about source reliability, limiting their ability to resolve conflicts when a modality becomes unreliable due to situational factors such as sensor degradation or class-specific corruption. We