TULiP: Test-time Uncertainty Estimation via Linearization and Weight Perturbation

Yuhui Zhang, Dongshen Wu, Yuichiro Wada +1

A reliable uncertainty estimation method is the foundation of many modern out-of-distribution (OOD) detectors, which are critical for safe deployments of deep learning models in th…