Enhancing Modality Representation and Alignment for Multimodal Cold-start Active Learning

Meng Shen, Yake Wei, Jianxiong Yin +3

Training multimodal models requires a large amount of labeled data. Active learning (AL) aim to reduce labeling costs. Most AL methods employ warm-start approaches, which rely on s…