Uncertainty-guided Continual Learning with Bayesian Neural Networks

Computer Science

• Neural Network 100%
• Data Access 50%
• Task Performance 50%
• External Representation 50%
• Learning Algorithm 50%
• Regularization 50%
• Learning Rate 50%

Keyphrases

• Weight Pruning 33%
• Fixed Capacity 33%
• Task-irrelevant 33%
• External Representations 33%

Neuroscience

• Neural Network 100%