arxivcs.CV2026-07-08
General Incomplete Multimodal Learning via Dynamic Quality Perception
Multimodal learning robust to missing modalities is essential for real-world applications. Existing methods mainly focus on inter-modality missing, where entire modalities are absent, while overlooking intra-modality degradation, where modalities are present but severely corrupte…