Label What Matters: Modality-Balanced and Difficulty-Aware Multimodal Active Learning

Yuqiao Zeng, Xu Wang, Tengfei Liang +3

Multimodal learning integrates complementary information from different modalities such as image, text, and audio to improve model performance, but its success relies on large-scal…