SampleAhead: Online Classifier-Sampler Communication for Learning from Synthesized Data.
Qi ChenWeichao QiuYi ZhangLingxi XieAlan L. YuillePublished in: BMVC (2018)
Keyphrases
- data sets
- data collection
- data processing
- learning algorithm
- training data
- data analysis
- online learning
- input data
- data distribution
- database
- prior knowledge
- bayesian networks
- active learning
- probability distribution
- supervised learning
- extracted features
- learning process
- data acquisition
- unlabeled data
- training samples
- missing data
- background knowledge
- learning phase
- bayesian methods
- test data
- neural network
- training examples
- computer systems
- learning environment
- data mining techniques
- knowledge discovery
- data sources