Generalised Active Learning With Annotation Quality Selection.
Jakob LindqvistAmanda OlminLennart SvenssonFredrik LindstenPublished in: MLSP (2023)
Keyphrases
- active learning
- annotation effort
- sample selection
- high quality
- training examples
- training set
- learning strategies
- random sampling
- selective sampling
- semantic annotation
- selection algorithm
- learning algorithm
- semi supervised
- image annotation
- active learning strategies
- random selection
- automatic annotation
- quality assurance
- low quality
- databases
- reinforcement learning
- neural network