Self-Supervised Learning for Accurate Liver View Classification in Ultrasound Images with Minimal Labeled Data.
Abder-Rahman AliAnthony E. SamirPeng GuoPublished in: CVPR Workshops (2023)
Keyphrases
- labeled data
- labeled and unlabeled data
- supervised learning
- ultrasound images
- semi supervised
- unlabeled data
- active learning
- learning algorithm
- supervised learning algorithms
- text classification
- semi supervised learning
- labeled instances
- co training
- class labels
- partially labeled data
- unsupervised learning
- domain adaptation
- prior knowledge
- support vector
- learning process
- learning tasks
- semi supervised classification
- labeling effort
- training data
- labeled training data
- multi view
- transfer learning
- labeled examples
- decision trees
- similarity measure
- labeling process
- training set
- feature vectors
- training examples
- data points
- support vector machine