Fixing Data Augmentation to Improve Adversarial Robustness.
Sylvestre-Alvise RebuffiSven GowalDan A. CalianFlorian StimbergOlivia WilesTimothy A. MannPublished in: CoRR (2021)
Keyphrases
- data sets
- data analysis
- database
- data collection
- prior knowledge
- raw data
- application domains
- data sources
- data points
- historical data
- complex data
- data distribution
- domain experts
- synthetic data
- data processing
- training data
- databases
- neural network
- machine learning
- high quality
- computer systems
- statistical analysis
- high dimensional data
- bayesian networks
- missing data
- knowledge discovery
- spatial data
- information systems
- experimental data
- end users
- real world
- noisy data
- data quality
- input data
- image data