Arunkumar Bagavathi

G2D: Boosting Multimodal Learning with Gradient-Guided Distillation

Multimodal learning aims to leverage information from diverse data modalities to achieve more comprehensive performance. However, conventional multimodal models often suffer from modality imbalance, where one or a few modalities dominate model optimization, leading to suboptimal feature representati…