Barely-Supervised Learning: Semi-Supervised Learning with very few labeled images.
Thomas LucasPhilippe WeinzaepfelGrégory RogezPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- supervised learning
- labeled images
- class labels
- unlabeled samples
- unlabeled data
- semi supervised
- labeled data
- unsupervised learning
- visual features
- object categories
- training examples
- nearest neighbor
- training data
- learning problems
- active learning
- machine learning
- training set
- multiple features
- semi supervised classification
- co training
- image set
- learning algorithm
- multiple instance learning
- learning tasks
- incremental learning
- reinforcement learning
- labeled examples
- labeled training data
- transfer learning
- training samples
- image classification
- multi label
- metric learning
- label propagation
- feature extraction
- object recognition
- image retrieval
- labeled and unlabeled data
- classification accuracy