Mixture Data for Training Cannot Ensure Out-of-distribution Generalization

Songming Zhang, Yuxiao Luo, Qizhou Wang +4

Deep neural networks often face generalization problems to handle out-of-distribution (OOD) data, and there remains a notable theoretical gap between the contributing factors and t…