Gyusang Cho

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

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 reliability of predictions, has gained significant importance. Several solutions based on calibration maps have been proposed t…