Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation

Yichen Shen, Zhilu Zhang, Mert R. Sabuncu +1

Calibrated estimates of uncertainty are critical for many real-world computer vision applications of deep learning. While there are several widely-used uncertainty estimation metho…