PatchNR: Learning from Small Data by Patch Normalizing Flow Regularization.
Fabian AltekrügerAlexander DenkerPaul HagemannJohannes HertrichPeter MaassGabriele SteidlPublished in: CoRR (2022)
Keyphrases
- data sets
- image data
- data analysis
- synthetic data
- raw data
- data sources
- prior knowledge
- learning algorithm
- small number
- data structure
- noisy data
- data processing
- data points
- knowledge discovery
- data quality
- learning tasks
- background knowledge
- computer systems
- human experts
- missing data
- online learning
- high dimensional data
- labeled data
- data collection
- knowledge acquisition
- data mining techniques
- supervised learning
- reinforcement learning
- databases