Recognize Unknown Classes
Open-set recognition.
Recognition
Novelty detection. Unknown detection.
Approaches
OpenMax. Energy scores. ProtoNet.
Metrics
AUROC. FPR95. Detection error.
Key Takeaways
- Detect novel classes
- OpenMax approach
- AUROC for evaluation