2025
InfMasking: Unleashing Synergistic Information by Contrastive Multimodal Interactions
NeurIPS 2025spotlight
In multimodal representation learning, synergistic interactions between modalities not only provide complementary information but also create unique outcomes through specific interaction patterns that no single modality could achieve alone. Existing methods may struggle to effectively capture the fu…