Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision.
Vishal KaushalRishabh K. IyerSuraj KothawadeRohan MahadevKhoshrav DoctorGanesh RamakrishnanPublished in: WACV (2019)
Keyphrases
- data sets
- data analysis
- prior knowledge
- sensor data
- data structure
- neural network
- raw data
- data distribution
- high quality
- data quality
- database
- data sources
- data points
- computer systems
- image data
- spatial data
- learning models
- statistical analysis
- data processing
- input data
- knowledge discovery
- probability distribution
- reinforcement learning
- training data
- feature selection
- computer vision
- social networks
- databases