Bayesian Autoencoders: Analysing and Fixing the Bernoulli likelihood for Out-of-Distribution Detection.
Bang Xiang YongTim PearceAlexandra BrintrupPublished in: CoRR (2021)
Keyphrases
- maximum likelihood
- exponential family
- automatic detection
- posterior probability
- detection accuracy
- detection algorithm
- bayesian networks
- probability distribution
- object detection
- detection method
- mixture model
- anomaly detection
- real valued
- false positives
- random variables
- event detection
- probability density function
- parameter estimation
- bayesian inference
- false alarms
- spatial distribution
- decision theory
- log likelihood
- prior probabilities
- feature selection
- mixture of gaussians