Image Model Blocks
NVAE Encoder Residual Cell
Introduced by Vahdat et al. in NVAE: A Deep Hierarchical Variational AutoencoderThe NVAE Encoder Residual Cell is a residual connection block used in the NVAE architecture for the encoder. It applies two series of BN-Swish-Conv layers without changing the number of channels.
Source: NVAE: A Deep Hierarchical Variational Autoencoder
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Image Generation | 2 | 25.00% |
| Decoder | 1 | 12.50% |
| Adversarial Attack | 1 | 12.50% |
| Diversity | 1 | 12.50% |
| Anomaly Detection | 1 | 12.50% |
| Time Series Analysis | 1 | 12.50% |
| Time Series Anomaly Detection | 1 | 12.50% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
Batch Normalization
|
Normalization | |
Convolution
|
Convolutions | |
Residual Connection
|
Skip Connections | |
Squeeze-and-Excitation Block
|
Image Model Blocks | |
Swish
|
Activation Functions |
