A Multi-Head Model for Continual Learning via Out-of-Distribution Replay.
Gyuhak KimBing LiuZixuan KePublished in: CoLLAs (2022)
Keyphrases
- probability distribution
- management system
- prior knowledge
- gaussian distribution
- training data
- formal model
- automatically learned
- decision theoretic
- learning models
- statistical model
- learning systems
- parameter estimation
- probabilistic model
- objective function
- online learning
- theoretical analysis
- active learning
- mathematical model
- reinforcement learning
- learning algorithm
- genetic algorithm
- neural network
- real time