Beyond AUROC & co. for evaluating out-of-distribution detection performance.
Galadrielle Humblot-RenauxSergio EscaleraThomas B. MoeslundPublished in: CoRR (2023)
Keyphrases
- detection accuracy
- automatic detection
- false alarms
- detection method
- object detection
- computer vision
- probability distribution
- anomaly detection
- detection algorithm
- object recognition
- face detection
- random variables
- detection rate
- objective function
- decision making
- real world
- uniformly distributed
- automated detection