Exploiting Mixed Unlabeled Data for Detecting Samples of Seen and Unseen Out-of-Distribution Classes.
Yi-Xuan SunWei WangPublished in: AAAI (2022)
Keyphrases
- unlabeled data
- training set
- labeled samples
- labeled data
- training examples
- semi supervised learning
- semi supervised
- class labels
- unlabeled samples
- active learning
- co training
- supervised learning
- training data
- training and test data
- labeled and unlabeled data
- semi supervised classification
- labeled training data
- learning algorithm
- training samples
- labeled examples
- data points
- data samples
- data sets
- text categorization
- number of labeled examples
- decision trees
- text classification
- class distribution
- domain adaptation
- positive examples
- pairwise
- supervised learning algorithms
- test data
- object classes
- label propagation
- unsupervised learning
- small set of labeled
- positive and unlabeled examples
- supervised and semi supervised
- maximum likelihood
- support vector
- feature space
- decision boundary