Revisiting Deep Ensemble for Out-of-Distribution Detection: A Loss Landscape Perspective.
Kun FangQinghua TaoXiaolin HuangJie YangPublished in: CoRR (2023)
Keyphrases
- detection method
- uniformly distributed
- neural network
- automatic detection
- random variables
- expected loss
- false alarms
- ensemble methods
- change detection
- probability distribution
- anomaly detection
- false positives
- detection rate
- training set
- gaussian distribution
- detection accuracy
- training data
- detection algorithm
- evolutionary algorithm
- event detection
- viewpoint
- object recognition
- learning algorithm