Leveraging Expert Models for Training Deep Neural Networks in Scarce Data Domains: Application to Offline Handwritten Signature Verification.
Dimitrios TsourounisIlias TheodorakopoulosElias N. ZoisGeorge EconomouPublished in: CoRR (2023)
Keyphrases
- data sets
- neural network
- database
- data analysis
- prior knowledge
- application domains
- training examples
- statistical analysis
- accurate models
- historical data
- statistical methods
- high dimensional data
- data processing
- data points
- training data
- small number
- end users
- domain experts
- data sources
- experimental data
- raw data
- neural network model
- missing data
- human experts
- real world
- real time