Active Learning
Elastic Weight Consolidation
Introduced by Kirkpatrick et al. in Overcoming catastrophic forgetting in neural networksThe methon to overcome catastrophic forgetting in neural network while continual learning
Source: Overcoming catastrophic forgetting in neural networksPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Continual Learning | 20 | 26.67% |
| Incremental Learning | 8 | 10.67% |
| Language Modelling | 5 | 6.67% |
| Class Incremental Learning | 4 | 5.33% |
| Speech Recognition | 3 | 4.00% |
| General Classification | 3 | 4.00% |
| Automatic Speech Recognition (ASR) | 2 | 2.67% |
| Metric Learning | 2 | 2.67% |
| Semantic Parsing | 2 | 2.67% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
