Understanding the detrimental class-level effects of data augmentation.
Polina KirichenkoMark IbrahimRandall BalestrieroDiane BouchacourtShanmukha Ramakrishna VedantamHamed FiroozAndrew Gordon WilsonPublished in: NeurIPS (2023)
Keyphrases
- data sets
- data collection
- training data
- synthetic data
- database
- data analysis
- statistical analysis
- data processing
- image data
- raw data
- data quality
- data sources
- original data
- small number
- probability distribution
- case study
- high dimensional data
- xml documents
- application domains
- experimental data
- test data
- data acquisition
- complex data