Uncertainty Modeling for Out-of-Distribution Generalization

Xiaotong Li, Yongxing Dai, Yixiao Ge +3

Though remarkable progress has been achieved in various vision tasks, deep neural networks still suffer obvious performance degradation when tested in out-of-distribution scenarios…