2025
Towards Equilibrium: An Instantaneous Probe-and-Rebalance Multimodal Learning Approach
IJCAI 2025
The multimodal imbalance problem has been extensively studied to prevent the undesirable scenario where multimodal performance falls below that of unimodal models. However, existing methods typically assess the strength of modalities and perform learning simultaneously under the imbalanced status. T