StatMix: Data augmentation method that relies on image statistics in federated learning.
Dominik LewyJacek MandziukMaria GanzhaMarcin PaprzyckiPublished in: CoRR (2022)
Keyphrases
- synthetic data
- prior knowledge
- input data
- data sets
- statistical methods
- test data
- learning algorithm
- data analysis
- data sources
- unsupervised learning
- detection method
- learning process
- pairwise
- pattern recognition
- bayesian methods
- background knowledge
- image statistics
- training samples
- support vector machine
- high quality
- image processing
- detection algorithm
- missing data
- image data
- optical flow
- noisy data
- training data