Adaptive Activation Functions
Kolmogorov–Arnold Network
Introduced by Liu et al. in KAN: Kolmogorov-Arnold NetworksPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Kolmogorov-Arnold Networks | 123 | 34.65% |
| Image Classification | 25 | 7.04% |
| Computational Efficiency | 12 | 3.38% |
| Semantic Segmentation | 9 | 2.54% |
| Image Segmentation | 8 | 2.25% |
| Time Series Forecasting | 8 | 2.25% |
| Classification | 7 | 1.97% |
| Denoising | 7 | 1.97% |
| Deep Learning | 7 | 1.97% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
