Rethinking Multimodal Learning from the Perspective of Mitigating Classification Ability Disproportion

QingYuan Jiang, Longfei Huang, Yang Yang

Multimodal learning (MML) is significantly constrained by modality imbalance, leading to suboptimal performance in practice. While existing approaches primarily focus on balancing…