Temporal Convolutions
Gated Convolution
Introduced by Dauphin et al. in Language Modeling with Gated Convolutional NetworksA Gated Convolution is a type of temporal convolution with a gating mechanism. Zero-padding is used to ensure that future context can not be seen.
Source: Language Modeling with Gated Convolutional Networks
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Image Inpainting | 5 | 20.83% |
| Saliency Prediction | 1 | 4.17% |
| Image Classification | 1 | 4.17% |
| Continual Learning | 1 | 4.17% |
| Autonomous Vehicles | 1 | 4.17% |
| Motion Forecasting | 1 | 4.17% |
| Trajectory Prediction | 1 | 4.17% |
| Traffic Prediction | 1 | 4.17% |
| Image Generation | 1 | 4.17% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
1x1 Convolution
|
Convolutions | |
Convolution
|
Convolutions | |
GLU
|
Activation Functions |
