Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding.
Ming Y. LuRichard J. ChenJingwen WangDebora DillonFaisal MahmoodPublished in: CoRR (2019)
Keyphrases
- multiple instance learning
- semi supervised
- supervised learning
- multiple instance
- semi supervised learning
- class labels
- labeled data
- unsupervised learning
- predictive coding
- multi class
- classification accuracy
- feature selection
- decision trees
- classification algorithm
- data sets
- unlabeled data
- support vector
- image classification
- feature vectors
- text classification
- feature space
- training set
- feature extraction
- active learning
- feature set
- pairwise
- training samples
- nearest neighbor
- support vector machine
- entropy coding