Why Domain Generalization Fail? A View of Necessity and Sufficiency

Long-Tung Vuong, Vy Vo, Hien Dang +5

Despite a strong theoretical foundation, empirical experiments reveal that existing domain generalization (DG) algorithms often fail to consistently outperform the ERM baseline. We…