multimodal representation learning

5 papers

• InfMasking: Unleashing Synergistic Information by Contrastive Multimodal Interactions
• Learning Shared Representations from Unpaired Data
• On the Value of Cross-Modal Misalignment in Multimodal Representation Learning
• Plug-and-play Feature Causality Decomposition for Multimodal Representation Learning
• Understanding the Gain from Data Filtering in Multimodal Contrastive Learning