Shichang Qiao

Automatic Visual Instrumental Variable Learning for Confounding-Resistant Domain Generalization

Many confounding-resistant domain generalization methods for image classification have been developed based on causal interventions. However, their reliance on strong assumptions limits their effectiveness in handling unobserved confounders. Although recent work introduces instrumental variables (IV…