Balanced Multimodal Learning: An Unidirectional Dynamic Interaction Perspective

Shijie Wang, Li Zhang, Xinyan Liang +2

Multimodal learning typically utilizes multimodal joint loss to integrate different modalities and enhance model performance. However, this joint learning strategy can induce modal…