CAT-GS: Balanced Multimodal Learning via Calibrated Gating and Fusion Surgery

Mahir Shahriar Tamim, Sharjil Khan, Md. Samiul Alim +3

End-to-end training of multimodal neural networks often exhibits unstable neural dynamics characterized by three coupled failure modes that degrade learning: (i) modality imbalance…