Training Objectives

Examples of how to train models with different objective functions.

Supervised

Examples of how to use supervised objective functions that are trained with examples of OOD data.

Outlier Exposure

Outlier Exposure

Virtual Outlier Synthesizer Loss

Virtual Outlier Synthesizer Loss

MCHAD

MCHAD

Scone

Scone

Unsupervised

Examples of how to use unsupervised objective functions that are trained without examples of OOD data.

Deep One-Class Learning

Deep One-Class Learning

Class Anchor Clustering

Class Anchor Clustering