Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images.
Thomas LucasPhilippe WeinzaepfelGrégory RogezPublished in: AAAI (2022)
Keyphrases
- semi supervised learning
- supervised learning
- labeled images
- class labels
- unlabeled samples
- labeled data
- unlabeled data
- semi supervised
- visual features
- object categories
- training examples
- nearest neighbor
- learning problems
- unsupervised learning
- training data
- active learning
- multiple instance learning
- training set
- multiple features
- learning tasks
- machine learning
- semi supervised classification
- labeled examples
- learning algorithm
- image set
- co training
- training samples
- labeled training data
- label propagation
- multi label
- reinforcement learning
- decision trees
- pairwise