Out-of-Distribution Detection with Likelihoods Assigned by Deep Generative Models Using Multimodal Prior Distributions.
Ryo KamoiKei KobayashiPublished in: SafeAI@AAAI (2020)
Keyphrases
- generative model
- posterior probability
- likelihood function
- probabilistic model
- mixture model
- deep belief networks
- bayesian framework
- discriminative models
- discriminative learning
- prior knowledge
- generative and discriminative models
- random variables
- semi supervised
- em algorithm
- hierarchical hidden markov models
- deep learning
- maximum entropy principle
- unsupervised learning
- representational power
- computer vision
- semi supervised learning
- conditional random fields
- topic models
- naive bayes
- higher order
- object detection
- active learning
- machine learning