Likelihood Ratios for Out-of-Distribution Detection.
Jie RenPeter J. LiuEmily FertigJasper SnoekRyan PoplinMark A. DePristoJoshua V. DillonBalaji LakshminarayananPublished in: NeurIPS (2019)
Keyphrases
- false positives
- automatic detection
- probability distribution
- object detection
- detection algorithm
- false alarms
- uniformly distributed
- detection method
- anomaly detection
- maximum likelihood
- detection scheme
- data distribution
- detection rate
- likelihood function
- mixture of gaussians
- automated detection
- random variables
- databases
- artificial intelligence
- real world
- neural network