Zero-Shot Learning via Class-Conditioned Deep Generative Models.
Wenlin WangYunchen PuVinay Kumar VermaKai FanYizhe ZhangChangyou ChenPiyush RaiLawrence CarinPublished in: AAAI (2018)
Keyphrases
- generative model
- mixture model
- probabilistic model
- discriminative learning
- conditional random fields
- em algorithm
- prior knowledge
- hierarchical hidden markov models
- discriminative models
- hidden variables
- deep belief networks
- generative and discriminative models
- object categories
- semi supervised
- maximum entropy principle
- representational power
- topic models
- information extraction
- hierarchical models
- image segmentation