Transfer Learning with Pre-trained Conditional Generative Models.
Shin'ya YamaguchiSekitoshi KanaiAtsutoshi KumagaiDaiki ChijiwaHisashi KashimaPublished in: CoRR (2022)
Keyphrases
- transfer learning
- generative model
- pre trained
- training data
- labeled data
- appearance variations
- semi supervised
- learning tasks
- training examples
- probabilistic model
- semi supervised learning
- prior knowledge
- active learning
- em algorithm
- machine learning
- unlabeled data
- discriminative learning
- reinforcement learning
- conditional random fields
- collaborative filtering
- learning algorithm
- text categorization
- cross domain
- hierarchical bayesian model
- text classification
- machine learning algorithms
- control signals
- conditional probabilities
- data sets
- target domain
- multi task
- active appearance models
- bayesian networks
- object categories
- small number
- maximum likelihood