A Group-Theoretic Framework for Data Augmentation.
Shuxiao ChenEdgar DobribanJane H. LeePublished in: NeurIPS (2020)
Keyphrases
- theoretic framework
- data collection
- data sets
- data structure
- data analysis
- raw data
- data processing
- synthetic data
- computer systems
- training data
- database
- missing values
- information theoretic
- image data
- input data
- high quality
- network structure
- application domains
- experimental data
- data distribution
- data acquisition
- computer vision
- similarity matrix
- complex data
- noisy data
- data objects
- neural network
- pattern recognition
- sensor data
- data sources
- labeled data
- statistical analysis
- end users
- databases
- probability distribution
- mutual information