Robustness through Data Augmentation Loss Consistency.
Tianjian HuangShaunak Ashish HalbeChinnadhurai SankarPooyan AminiSatwik KotturAlborz GeramifardMeisam RazaviyaynAhmad BeiramiPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- data collection
- data sets
- synthetic data
- data sources
- experimental data
- application domains
- statistical analysis
- high quality
- data analysis
- image data
- data processing
- computer systems
- raw data
- data acquisition
- high dimensional data
- information sources
- database
- small number
- data points
- machine learning
- labeled data
- input data
- missing data
- data distribution
- information systems
- original data