Theory on Forgetting and Generalization of Continual Learning

Computer Science

• Generalization Error 100%
• Model 100%
• Algorithm Design 50%
• Concrete Example 50%
• Generalization Performance 50%
• Theoretical Study 50%
• Arbitrary Number 50%
• Deep Neural Network 50%

Psychology

• Forgetting 100%
• Linear Model 50%
• Attention 25%
• Neural Network 25%
• Ordering 25%