MEML: A Deep Data Augmentation Method by Mean Extrapolation in Middle Layers.
Dongchen LiuLun ZhangXiansen JiangCaixia SuYufeng FanYongfeng CaoPublished in: IEEE Access (2021)
Keyphrases
- synthetic data
- prior knowledge
- data sets
- input data
- high accuracy
- test data
- dynamic programming
- noisy data
- detection method
- high precision
- statistical methods
- incomplete data
- high quality
- training data
- cost function
- prior information
- information loss
- database
- missing values
- missing data
- data distribution
- image data
- statistical analysis
- raw data
- preprocessing
- computational complexity
- single layer
- attribute values
- segmentation method
- high dimensional data
- clustering method
- data collection
- data processing
- edge detection
- support vector machine
- probability distribution
- data sources
- data analysis
- learning algorithm
- neural network