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:
Latest Papers
| PAPER | DATE |
|---|---|
|
NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection
• • • • • • • • |
2021-01-08 |
|
NVAE: A Deep Hierarchical Variational Autoencoder
• |
2020-07-08 |
Tasks
| TASK | PAPERS | SHARE |
|---|---|---|
| Image Generation | 1 | 33.33% |
| Anomaly Detection | 1 | 33.33% |
| Time Series | 1 | 33.33% |
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 |