Deep Bayesian Active Learning with Image Data.
Yarin GalRiashat IslamZoubin GhahramaniPublished in: ICML (2017)
Keyphrases
- active learning
- image data
- belief nets
- image quality
- machine learning
- learning strategies
- ground truth labels
- semi supervised
- supervised learning
- bayesian networks
- sample selection
- random sampling
- range data
- posterior distribution
- selective sampling
- data driven
- image database
- active learning strategies
- training set
- deep learning
- bayesian learning
- experimental design
- learning algorithm
- posterior probability
- transfer learning
- maximum likelihood
- cost sensitive
- multispectral
- bayesian methods
- sample size
- bayesian estimation
- labeled data
- input data
- relevance feedback
- probability distribution
- bayesian decision
- batch mode active learning
- decision trees