Cohort-Based Active Modality Acquisition

arXiv:2505.16791v4 Announce Type: replace-cross Abstract: Real-world multimodal machine learning often faces missing, costly-to-acquire modalities, raising the problem of which samples to prioritize for additional acquisition under a budget. Prior work mainly studies per-sample or training-time...