Consistency Calibration: Improving Uncertainty Calibration via Consistency among Perturbed Neighbors

Linwei Tao, Haolan Guo, Minjing Dong +1

Calibration is crucial in deep learning applications, especially in fields like healthcare and autonomous driving, where accurate confidence estimates are vital for decision-making…