Naiyu Yin*

Integrating Markov Blanket Discovery into Causal Representation Learning for Domain Generalization

"Identifying low-dimensional, semantic latent causal representations for high-dimensional data has become a dynamic field in computer vision and machine learning. Causal domain generalization methods aim to identify latent causal variables that generate input data and build invariant causal mechanis…