OVA-IB: One vs All Information Bottleneck for Multi-Modal Alignment

Tianchao Li, Shujian Yu, Xinrui Zu +4

Contrastive learning is effective for aligning paired views or modalities, but alignment beyond two modalities remains non-trivial and comparatively underexplored. Pairwise CLIP-st…