An Empirical Analysis of the Impact of Data Augmentation on Knowledge Distillation.
Deepan DasHaley MassaAbhimanyu KulkarniTheodoros RekatsinasPublished in: CoRR (2020)
Keyphrases
- data sets
- raw data
- prior knowledge
- input data
- data processing
- image data
- knowledge discovery
- training data
- database
- data distribution
- missing data
- data mining techniques
- data analysis
- small number
- high quality
- learning algorithm
- acquisition process
- complex data
- human experts
- probability distribution
- stored data
- valuable knowledge
- data quality
- databases
- background knowledge
- domain experts
- statistical analysis
- computer systems
- data collection
- data management
- data points