Detect Unknown Inputs
Identify out-of-distribution data.
Methods
Confidence threshold. Energy scores. Mahalanobis distance.
Approaches
Post-hoc detection. Train-time detection.
Datasets
ood detection benchmarks. Far-distribution.
Key Takeaways
- OOD detection methods
- Energy-based detection
- OOD benchmarks