A novel data-free continual learning method with contrastive reversion.
Chu WuRunshan XieShitong WangPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- synthetic data
- prior knowledge
- bayesian methods
- data analysis
- input data
- noisy data
- data structure
- data sets
- test data
- neural network
- database
- image data
- missing values
- information loss
- detection method
- training samples
- data collection
- data sources
- dynamic programming
- xml documents
- learning scheme
- machine learning
- prior information
- learning algorithm
- statistical methods
- correlation analysis
- data mining
- historical data
- learning models
- probabilistic model
- training data
- artificial neural networks
- background knowledge
- unsupervised learning