Regularizing max-margin exemplars by reconstruction and generative models.
José C. RubioBjörn OmmerPublished in: CVPR (2015)
Keyphrases
- generative model
- max margin
- conditional random fields
- parameter learning
- probabilistic model
- latent variables
- markov networks
- multi class
- structured prediction
- maximum margin
- prior knowledge
- posterior probability
- multi label classification
- em algorithm
- multi label
- hidden variables
- graphical models
- maximum entropy
- maximum likelihood
- topic models
- image segmentation
- expectation maximization
- semi supervised
- support vector machine
- computer vision
- conditional probabilities
- bayesian inference
- action recognition
- training examples
- training data