Unsupervised Out-of-Distribution Detection by Maximum Classifier Discrepancy.
Qing YuKiyoharu AizawaPublished in: ICCV (2019)
Keyphrases
- unsupervised learning
- false positives
- probability distribution
- automatic detection
- training data
- false negative
- object detection
- support vector machine classifier
- supervised classification
- detection accuracy
- detection method
- detection algorithm
- false alarms
- classification scheme
- support vector machine
- support vector
- decision trees
- supervised training
- feature set
- feature space
- random variables
- classification algorithm
- anomaly detection
- supervised learning
- nearest neighbor
- multi class
- classification process
- training set
- discriminative classifiers
- class membership
- neural network
- digital mammograms