Tag: modalities

Uncertainty-Aware Multimodal Learning via Conformal Shapley Intervals arXiv:2602.00171v1 Announce Type: new Abstract: Multimodal learning combines information from multiple data modalities to improve predictive performance. However, modalities often contribute unequally and in a data dependent way, making it unclear which data modalities are genuinely informative and to what extent their contributions can be trusted. Quantifying modality…