Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning

Yuhang Liu, Zhen Zhang, Dong Gong +6

Directed Acyclic Graphs (DAGs) are a standard tool in causal modeling, but their suitability for capturing the complexity of large-scale multimodal data is questionable. In practic…