Bayesian Variational Autoencoders for Unsupervised Out-of-Distribution Detection.
Erik A. DaxbergerJosé Miguel Hernández-LobatoPublished in: CoRR (2019)
Keyphrases
- detection accuracy
- unsupervised learning
- detection algorithm
- data driven
- object detection
- maximum likelihood
- data distribution
- detection method
- denoising
- image segmentation
- bayesian learning
- automatic detection
- false positives
- supervised learning
- bayesian networks
- semi supervised
- face detection
- probability distribution
- probabilistic model
- optical flow
- bayesian inference
- bayesian methods
- computer vision
- variational framework