AI RESEARCH
Towards Multimodal Active Learning: Efficient Learning with Limited Paired Data
arXiv CS.LG
•
ArXi:2510.03247v2 Announce Type: replace Active learning (AL) is a principled strategy to reduce annotation cost in data-hungry deep learning. However, existing AL algorithms focus almost exclusively on unimodal data, overlooking the substantial annotation burden in multimodal learning. We