2 papers
cs.CV2026
Seeking Necessary and Sufficient Information from Multimodal Medical Data
Boyu Chen, Weiye Bao, Junjie Liu +5
Learning multimodal representations from medical images and other data sources can provide richer information for decision-making. While various multimodal models have been develop…
cs.LG2024
Causal Representation Learning from Multimodal Biomedical Observations
Yuewen Sun, Lingjing Kong, Guangyi Chen +10
Prevalent in biomedical applications (e.g., human phenotype research), multimodal datasets can provide valuable insights into the underlying physiological mechanisms. However, curr…