CILDA: Contrastive Data Augmentation using Intermediate Layer Knowledge Distillation.
Md. Akmal HaidarMehdi RezagholizadehAbbas GhaddarKhalil BibiPhilippe LanglaisPascal PoupartPublished in: CoRR (2022)
Keyphrases
- data sets
- raw data
- knowledge discovery
- background knowledge
- data collection
- data analysis
- data mining techniques
- prior knowledge
- expert knowledge
- training data
- knowledge acquisition
- small number
- image data
- computer systems
- database
- probability distribution
- expert systems
- bayesian networks
- knowledge base
- stored data
- data points
- acquisition process
- multi layer
- neural network
- original data
- experimental data
- sensor data
- decision trees
- case study
- high quality
- data processing
- input data
- domain knowledge