Making Sense of Multimodal Models with Partial Information Decomposition
A deep dive into how Partial Information Decomposition (PID) reveals how different modalities interact in AI systems, from redundancy to synergy
December 23, 2024 13 min read multimodal-ai information-theory machine-learning neurips
