2026
Bridge: A Cross-Modal Learning Framework for Unified Semantic Representation in Noisy Communication
IJCAI 2026
Multimodal semantic communication systems face a critical challenge in extracting and aligning semantic features across heterogeneous modalities within a unified representation space, particularly under noisy transmission conditions. To address this, we propose Bridge, a cross-modal learning framewo