Beyond One-Hot Labels: Semantic Mixing for Model Calibration

Haoyang Luo, Linwei Tao, Minjing Dong +1

Model calibration seeks to ensure that models produce confidence scores that accurately reflect the true likelihood of their predictions being correct. However, existing calibratio…