2026
Reconcile Gradient Modulation for Harmony Multimodal Learning
AAAI 2026technical
Multimodal learning frequently faces two coupled challenges: modality imbalance, where dominant modalities suppress others during training, and modality conflict, where opposing gradient directions hinder optimization. Existing methods typically address these issues in isolation, yet they are intrin