Paper | Code | Acc | ModelName | ReleaseDate |
---|---|---|---|---|
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks | ✓ Link | 0.7564 | CAT (CNN backbone) | 2021-12-18 |
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks | ✓ Link | 0.6909 | CAT (MLP backbone) | 2021-12-18 |
Overcoming catastrophic forgetting in neural networks | ✓ Link | 0.6545 | EWC | 2016-12-02 |
Continual learning with hypernetworks | ✓ Link | 0.6036 | HyperNet | 2019-06-03 |
PathNet: Evolution Channels Gradient Descent in Super Neural Networks | ✓ Link | 0.5764 | PathNet | 2017-01-30 |
Overcoming catastrophic forgetting with hard attention to the task | ✓ Link | 0.5673 | HAT | 2018-01-04 |
Random Path Selection for Continual Learning | ✓ Link | 0.5545 | RPSNet | 2019-12-01 |