Wenze Song

Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains

Endowing deep models with the ability to generalize in dynamic scenarios is of vital significance for real-world deployment, given the continuous and complex changes in data distribution. Recently, evolving domain generalization (EDG) has emerged to address distribution shifts over time, aiming to c…