Efficient DNN Training with Knowledge-Guided Layer Freezing.
Yiding WangDecang SunKai ChenFan LaiMosharaf ChowdhuryPublished in: CoRR (2022)
Keyphrases
- training process
- domain knowledge
- knowledge acquisition
- training set
- neural network
- knowledge extraction
- knowledge based systems
- knowledge management
- knowledge representation
- expert systems
- prior knowledge
- case study
- decision trees
- knowledge base
- application layer
- artificial neural networks
- knowledge discovery
- data mining techniques
- training samples
- test set
- learning systems
- knowledge transfer
- training algorithm
- database