Image Model Blocks
DVD-GAN DBlock
Introduced by Clark et al. in Adversarial Video Generation on Complex DatasetsDVD-GAN DBlock is a residual block for the discriminator used in the DVD-GAN architecture for video generation. Unlike regular residual blocks, 3D convolutions are employed due to the application to multiple frames in a video.
Source: Adversarial Video Generation on Complex Datasets
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Video Generation | 2 | 40.00% |
| Video Prediction | 2 | 40.00% |
| 3D Character Animation From A Single Photo | 1 | 20.00% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
3D Convolution
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Convolutions | |
Average Pooling
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Pooling Operations | |
Convolution
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Convolutions | |
ReLU
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Activation Functions | |
Residual Connection
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Skip Connections |
