MEML: A Deep Data Augmentation Method by Mean Extrapolation in Middle Layers.

Dongchen Liu Lun Zhang Xiansen Jiang Caixia Su Yufeng Fan Yongfeng Cao

Published 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