Incremental Learning with Unlabeled Data in the Wild.
Kibok LeeKimin LeeJinwoo ShinHonglak LeePublished in: CVPR Workshops (2019)
Keyphrases
- incremental learning
- unlabeled data
- semi supervised
- supervised learning
- labeled data
- semi supervised learning
- labeled examples
- active learning
- co training
- semi supervised classification
- incremental learning algorithm
- training data
- text classification
- learning algorithm
- labeled and unlabeled data
- unsupervised learning
- data points
- domain adaptation
- number of labeled examples
- text categorization
- pairwise
- training set
- labeled training data
- training examples
- training samples
- prior knowledge
- transductive learning
- label propagation
- label information
- transfer learning
- class labels
- naive bayes
- classification accuracy
- multiple instance learning
- multi class
- learning tasks
- unlabeled samples
- similarity measure
- face recognition