LatentVerse: A Framework for Understanding Shared and Modality-Specific Information in Multimodal Latent Representations

Majd Alafrange, Samuel Friedman, John Kitonyo +2

Latent embeddings have become a central data abstraction in modern machine learning, especially in biomedicine, where foundation models are increasingly used to encode multimodal d…