Kernel Methods
Neural Tangent Kernel
Introduced by Jacot et al. in Neural Tangent Kernel: Convergence and Generalization in Neural NetworksPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Learning Theory | 7 | 9.33% |
| Image Classification | 5 | 6.67% |
| Meta-Learning | 5 | 6.67% |
| Language Modelling | 3 | 4.00% |
| Adversarial Robustness | 3 | 4.00% |
| Recommendation Systems | 3 | 4.00% |
| Memorization | 3 | 4.00% |
| Continual Learning | 2 | 2.67% |
| Quantization | 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 |
