Discriminative multi-modal deep generative models.
Fang DuJiangshe ZhangJunying HuRongrong FeiPublished in: Knowl. Based Syst. (2019)
Keyphrases
- multi modal
- generative model
- discriminative models
- generative and discriminative models
- discriminative learning
- discriminative methods
- probabilistic model
- semi supervised
- semi supervised learning
- fisher kernel
- deep belief networks
- naive bayes models
- high dimensional
- discriminatively trained
- hierarchical hidden markov models
- em algorithm
- prior knowledge
- mixture model
- maximum entropy principle
- conditional random fields
- learning tasks
- cross modal
- semantic concepts
- topic models
- object categories
- machine learning
- pairwise
- training data
- language modeling
- conditional probabilities
- expectation maximization
- training set
- object recognition
- image segmentation
- computer vision