Calibrating a Deep Neural Network with Its Predecessors

Linwei Tao, Minjing Dong, Daochang Liu +2

Confidence calibration - the process to calibrate the output probability distribution of neural networks - is essential for safety-critical applications of such networks. Recent wo…