Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning.
Tianlong ChenSijia LiuShiyu ChangLisa AminiZhangyang WangPublished in: CoRR (2022)
Keyphrases
- incremental learning
- unlabeled data
- semi supervised
- supervised learning
- labeled data
- semi supervised learning
- class labels
- unlabeled samples
- label information
- active learning
- positive examples
- co training
- labeled examples
- labeled and unlabeled data
- semi supervised classification
- training data
- text categorization
- incremental learning algorithm
- domain adaptation
- pairwise
- unsupervised learning
- number of labeled examples
- labeled training data
- text classification
- multiple instance learning
- data sets
- class distribution
- data points
- training set
- machine learning
- multi view
- dimensionality reduction
- decision boundary
- label propagation
- training examples
- learning tasks
- transfer learning
- prior knowledge
- learning process
- neural network