From Snow to Rain: Evaluating Robustness, Calibration, and Complexity of Model-Based Robust Training

Josué Martínez-Martínez, Olivia Brown, Giselle Zeno +2

Robustness to natural corruptions remains a critical challenge for reliable deep learning, particularly in safety-sensitive domains. We study a family of model-based training appro…