Convolutions
Groupwise Point Convolution
Introduced by Mehta et al. in ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural NetworkA Groupwise Point Convolution is a type of convolution where we apply a point convolution groupwise (using different set of convolution filter groups).
Image Credit: Chi-Feng Wang
Source: ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Image Classification | 6 | 7.79% |
| Semantic Segmentation | 6 | 7.79% |
| Deep Learning | 5 | 6.49% |
| Object Detection | 5 | 6.49% |
| Model Compression | 4 | 5.19% |
| General Classification | 4 | 5.19% |
| Real-Time Semantic Segmentation | 3 | 3.90% |
| Object | 2 | 2.60% |
| Computational Efficiency | 2 | 2.60% |
Grouped Convolution
Pointwise Convolution
