Unsupervised Domain Adaptation using Generative Models and Self-ensembling.
Eman T. HassanXin ChenDavid J. CrandallPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- hierarchical hidden markov models
- mixture model
- discriminative models
- discriminative learning
- prior knowledge
- classifier ensemble
- maximum entropy principle
- topic models
- hidden variables
- conditional random fields
- data sets
- base classifiers
- em algorithm
- expectation maximization
- object categories
- semi supervised
- d objects
- learning process
- representational power
- discriminative methods
- information retrieval