Understanding Data Augmentation From A Robustness Perspective.
Zhendong LiuJie ZhangQiangqiang HeChongjun WangPublished in: ICASSP (2024)
Keyphrases
- data sets
- raw data
- data points
- historical data
- data quality
- synthetic data
- data processing
- data analysis
- high quality
- data structure
- knowledge discovery
- image data
- data mining techniques
- neural network
- labeled data
- training data
- temporal information
- experimental data
- real time
- data streams
- complex data
- databases
- original data
- data acquisition
- application domains
- domain experts
- statistical analysis
- small number
- probability distribution
- data sources
- prior knowledge