Rebalanced Multimodal Learning with Data-aware Unimodal Sampling

Qingyuan Jiang, Zhouyang Chi, Xiao Ma +3

To address the modality learning degeneration caused by modality imbalance, existing multimodal learning~(MML) approaches primarily attempt to balance the optimization process of e…