MSCR: Jointly Balancing Utilization Across Modalities and Discovering Synergistic Information.

arXiv:2610.24395v1 Announce Type: new Abstract: In multimodal learning, modality imbalance often lets one modality dominate optimization and keeps the model from fully exploiting cross-modal interactions. Balance-oriented methods such as the Multimodal Competi