Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration

Xun Jiang, Yufan Gu, Disen Hu +5

Multimodal learning often grapples with the challenge of low-quality data, which predominantly manifests as two facets: modality imbalance and noisy corruption. While these issues…