Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora.
Shuang-Hong YangHongyuan ZhaBao-Gang HuPublished in: NIPS (2009)
Keyphrases
- generative model
- multi instance
- multi class
- multi label
- em algorithm
- real valued
- binary classification
- multi label classification
- probabilistic model
- expectation maximization
- text categorization
- bayesian framework
- image annotation
- text classification
- graph cuts
- image classification
- object detection
- feature selection
- multi label learning
- maximum likelihood
- prior knowledge
- pairwise
- natural language processing
- support vector machine
- cost sensitive
- topic models
- class labels
- semi supervised
- learning tasks
- information extraction
- object categories
- multi task
- image segmentation
- image processing