Congbing He

Difference Bonds Consistency and Complementarity to Enhance Multimodal Representation Learning

In the field of multimodal representation learning, existing research has primarily focused on exploring modal consistency and modal complementarity, while overlooking the positive role of modal difference. Moreover, modal difference establishes a bonding relationship between modal consistency and m…