NoisyMix: Boosting Robustness by Combining Data Augmentations, Stability Training, and Noise Injections.
N. Benjamin ErichsonSoon Hoe LimFrancisco UtreraWinnie XuZiang CaoMichael W. MahoneyPublished in: CoRR (2022)
Keyphrases
- data quality
- training data
- data processing
- data collection
- noisy data
- missing data
- high quality
- data sets
- data points
- data sources
- data analysis
- experimental data
- original data
- synthetic data
- noise reduction
- database
- random noise
- input data
- image data
- prior knowledge
- data streams
- data structure
- statistical analysis
- training samples
- probability distribution
- spatial data
- artificial neural networks
- data distribution
- decision trees
- machine learning
- data mining