Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training.
Cheng XueLequan YuPengfei ChenQi DouPheng-Ann HengPublished in: CoRR (2022)
Keyphrases
- co training
- labeled data
- unlabeled data
- semi supervised learning
- image classification
- semi supervised
- text classification
- labeled training data
- active learning
- semi supervised classification
- labeled and unlabeled data
- multi view
- supervised learning
- labeled examples
- training data
- semi supervised learning methods
- domain adaptation
- single view
- transfer learning
- class labels
- feature extraction
- labeled data for training
- learning algorithm
- labeled instances
- label propagation
- prior knowledge
- unlabeled examples
- training examples
- data points
- semi supervised learning algorithms
- data sets
- partially labeled data
- multi view learning
- training set
- training instances
- unsupervised learning
- unlabeled samples
- regularization framework
- reinforcement learning
- conditional independence assumption
- learning tasks
- surface reconstruction