Diverse Gaussian Noise Consistency Regularization for Robustness and Uncertainty Calibration

Theodoros Tsiligkaridis, Athanasios Tsiligkaridis

Deep neural networks achieve high prediction accuracy when the train and test distributions coincide. In practice though, various types of corruptions occur which deviate from this…