Detecting Deep Neural Network Defects with Data Flow Analysis.
Jiazhen GuHuanlin XuYangfan ZhouXin WangHui XuMichael R. LyuPublished in: CoRR (2019)
Keyphrases
- neural network
- flow analysis
- data analysis
- data sets
- database
- computer systems
- data processing
- high quality
- high dimensional data
- experimental data
- training data
- small number
- complex data
- raw data
- data distribution
- synthetic data
- data sources
- missing data
- data points
- original data
- statistical analysis
- back propagation
- xml documents
- probability distribution
- data objects
- recurrent neural networks
- input data
- image data