Post-hoc Methods

Tutorials focused on improving model with post-hoc techniques.

Conformal Prediction on CIFAR-10 with TorchUncertainty

Conformal Prediction on CIFAR-10 with TorchUncertainty

DEUP: Direct Epistemic Uncertainty Prediction with TorchUncertainty

DEUP: Direct Epistemic Uncertainty Prediction with TorchUncertainty

Histogram Binning, Isotonic Regression, and BBQ tutorial

Histogram Binning, Isotonic Regression, and BBQ tutorial

Improve Top-label Calibration with Temperature Scaling

Improve Top-label Calibration with Temperature Scaling