Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models.
Keunseo KimJuncheol ShinHeeyoung KimPublished in: NeurIPS (2021)
Keyphrases
- generative model
- posterior probability
- probabilistic model
- mixture model
- discriminative learning
- discriminative models
- deep belief networks
- em algorithm
- prior knowledge
- hierarchical hidden markov models
- hidden variables
- semi supervised
- bayesian framework
- conditional random fields
- random variables
- object categories
- topic models
- latent dirichlet allocation
- maximum entropy principle
- object detection
- bayesian networks
- generative and discriminative models
- representational power
- posterior distribution
- probability density function
- probability distribution
- highly efficient
- graphical models
- hidden markov models
- expectation maximization