Tilt and Average : Geometric Adjustment of the Last Layer for Recalibration

Gyusang Cho, Chan-Hyun Youn

After the revelation that neural networks tend to produce overconfident predictions, the problem of calibration, which aims to align confidence with accuracy to enhance the reliabi…