2026
Information-Theoretic Decomposition for Multimodal Interaction Learning
CVPR 2026
Multimodal learning hinges on capturing redundant, unique, and synergistic information across modalities, which collectively constitute multimodal interactions. A critical yet underexplored challenge is that these implicit interactions vary dynamically across samples. In this work, we present the fi