Out-of-distribution Detection in Classifiers via Generation.
Sachin VernekarAshish GauravVahdat AbdelzadTaylor DenoudenRick SalayKrzysztof CzarneckiPublished in: CoRR (2019)
Keyphrases
- automatic detection
- training data
- detection accuracy
- detection method
- support vector
- detection rate
- false positives
- machine learning algorithms
- detection algorithm
- anomaly detection
- feature set
- object detection
- classification algorithm
- false alarms
- linear classifiers
- discriminative classifiers
- decision trees
- test data
- machine learning methods
- support vector machine
- probability distribution
- training set
- decision boundary
- support vector machine classifier
- adaboost classifier