POEM: Out-of-Distribution Detection with Posterior Sampling.
Yifei MingYing FanYixuan LiPublished in: CoRR (2022)
Keyphrases
- probability distribution
- detection method
- automatic detection
- object detection
- detection accuracy
- false alarms
- metropolis hastings
- markov chain monte carlo
- detection algorithm
- probability density function
- event detection
- sampling strategy
- sampling methods
- hypothesis testing
- target detection
- latent variables
- learning algorithm
- false positives
- anomaly detection
- graphical models
- support vector machine
- active learning
- training set
- face recognition