Convolutions
Sparse Convolutions
Introduced by Graham in Spatially-sparse convolutional neural networksPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Semantic Segmentation | 5 | 11.90% |
| Object Detection | 4 | 9.52% |
| Autonomous Driving | 3 | 7.14% |
| 3D Object Detection | 3 | 7.14% |
| Self-Driving Cars | 2 | 4.76% |
| 3D Semantic Segmentation | 2 | 4.76% |
| 3D Part Segmentation | 2 | 4.76% |
| Real-Time Object Detection | 2 | 4.76% |
| Autonomous Navigation | 1 | 2.38% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
