Mahalanobis-Aware Training for Out-of-Distribution Detection.
Connor MclaughlinJason MattererMichael YeePublished in: CoRR (2023)
Keyphrases
- detection algorithm
- detection method
- automatic detection
- detection accuracy
- training set
- object detection
- false positives
- false alarms
- detection rate
- training examples
- boosted classifiers
- training and testing data
- mahalanobis distance
- metric learning
- distance metric
- euclidean distance
- neural network
- training samples
- anomaly detection
- online learning
- nearest neighbor
- semi supervised
- support vector machine
- pairwise
- feature space
- genetic algorithm