Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation

Yijiang Li, Sucheng Ren, Weipeng Deng +4

Out-of-distribution (OOD) generalization is a favorable yet challenging property for deep neural networks. The core challenges lie in the limited availability of source domains tha…