Out-of-Distribution Detection with Class Ratio Estimation.
Mingtian ZhangAndi ZhangTim Z. XiaoYitong SunSteven McDonaghPublished in: CoRR (2022)
Keyphrases
- object detection
- mild assumptions
- joint detection
- detection method
- event detection
- class specific
- input pattern
- probability density
- detection accuracy
- false alarms
- automatic detection
- data distribution
- false positives
- detection algorithm
- maximum likelihood estimator
- estimation algorithm
- class conditional
- accurate estimation
- multi class classification
- image sequences
- random variables
- video sequences