Out-of-Distribution Detection with Distance Guarantee in Deep Generative Models.
Yufeng ZhangWanwei LiuZhenbang ChenJi WangZhiming LiuKenli LiHongmei WeiZuoning ChenPublished in: CoRR (2020)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- discriminative models
- object detection
- hierarchical hidden markov models
- em algorithm
- conditional random fields
- prior knowledge
- information extraction
- deep belief networks
- maximum entropy principle
- deep learning
- object categories
- unsupervised learning
- semi supervised
- naive bayes models
- object recognition
- discriminatively trained
- representational power
- topic models
- hierarchical models
- hidden variables
- decision trees
- semi supervised learning
- probability distribution
- image segmentation