Lautum Regularization for Semi-Supervised Transfer Learning.
Daniel JakubovitzMiguel R. D. RodriguesRaja GiryesPublished in: ICCV Workshops (2019)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- multi view learning
- unlabeled data
- active learning
- learning tasks
- labeled examples
- supervised learning
- cross domain
- domain adaptation
- pairwise
- knowledge transfer
- co training
- multi task
- label information
- unsupervised learning
- text categorization
- manifold alignment
- multi task learning
- multi view
- reinforcement learning
- machine learning
- pairwise constraints
- metric learning
- class labels
- labeled and unlabeled data
- text classification
- training data
- target domain
- low rank
- data mining
- machine learning algorithms
- domain specific
- learning process
- multitask learning
- transfer knowledge
- learning algorithm
- transferring knowledge