Deep Bayesian Active Learning with Image Data.
Yarin GalRiashat IslamZoubin GhahramaniPublished in: CoRR (2017)
Keyphrases
- active learning
- image data
- belief nets
- ground truth labels
- machine learning
- image quality
- supervised learning
- bayesian networks
- image database
- selective sampling
- pool based active learning
- random sampling
- data driven
- semi supervised
- training examples
- bayesian learning
- relevance feedback
- learning process
- annotation effort
- posterior probability
- bayesian inference
- bayesian decision
- learning algorithm
- batch mode
- batch mode active learning
- imbalanced data classification
- bayesian analysis
- deep learning
- experimental design
- range data
- transfer learning
- mr images
- input data
- training set