Chen-Long Li

Multimodal Active Learning via Emotion-Aware Cross-Modal Contrastive Learning

Multimodal Emotion Recognition (MER) leverages diverse modalities such as text, vision, and audio to infer emotional states, yet suffers from prohibitively high annotation costs. As a promising solution, Active Learning (AL) strategically selects the most valuable data for annotation, enabling competitive model perform...