Dual-Stream Cross-Modal Representation Learning via Residual Semantic Decorrelation

Xuecheng Li, Weikuan Jia, Alisher Kurbonaliev +5

Cross-modal learning has become a fundamental paradigm for integrating heterogeneous information sources such as images, text, and structured attributes. However, multimodal repres…