Model Calibration in Dense Classification with Adaptive Label Perturbation

Jiawei Liu, Changkun Ye, Shan Wang +4

For safety-related applications, it is crucial to produce trustworthy deep neural networks whose prediction is associated with confidence that can represent the likelihood of corre…