Unsupervised Temperature Scaling: An Unsupervised Post-Processing Calibration Method of Deep Networks

Azadeh Sadat Mozafari, Hugo Siqueira Gomes, Wilson Leão +1

The great performances of deep learning are undeniable, with impressive results over a wide range of tasks. However, the output confidence of these models is usually not well-calib…