The 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 AutoencoderPaper | Code | Results | Date | Stars |
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Task | Papers | Share |
---|---|---|
Image Generation | 2 | 28.57% |
Decoder | 1 | 14.29% |
Adversarial Attack | 1 | 14.29% |
Anomaly Detection | 1 | 14.29% |
Time Series Analysis | 1 | 14.29% |
Time Series Anomaly Detection | 1 | 14.29% |
Component | Type |
|
---|---|---|
Batch Normalization
|
Normalization | |
Convolution
|
Convolutions | |
Residual Connection
|
Skip Connections | |
Squeeze-and-Excitation Block
|
Image Model Blocks | |
Swish
|
Activation Functions |