Robust Semi-Supervised Learning for Histopathology Images Through Self-Supervision Guided Out-of-Distribution Scoring.
Nikhil Cherian KurianS. VarshaAbhijit PatilShashikant KhadeAmit SethiPublished in: BIBE (2023)
Keyphrases
- semi supervised learning
- histopathology images
- unlabeled data
- semi supervised
- active learning
- labeled data
- supervised learning
- semi supervised classification
- machine learning
- label propagation
- manifold regularization
- learning problems
- training data
- unsupervised learning
- improve the classification accuracy
- learning models
- graph based semi supervised learning
- semi supervised learning algorithms
- co training
- labeled examples
- domain adaptation
- graph construction
- information retrieval
- labeled and unlabeled data
- labeled training data
- real world
- multi view learning
- training examples
- semi supervised learning methods
- high dimensional
- feature space
- transductive support vector machine