Attention Mechanisms
Concurrent Spatial and Channel Squeeze & Excitation (scSE)
Introduced by Roy et al. in Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' BlocksCombines the channel attention of the widely known spatial squeeze and channel excitation (SE) block and the spatial attention of the channel squeeze and spatial excitation (sSE) block to build a spatial and channel attention mechanism for image segmentation tasks.
Source: Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks
Papers
| Paper | Code | Results | Date | Stars |
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Usage Over Time
Components
| Component | Type |
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|---|---|---|
Channel Squeeze and Spatial Excitation
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Attention Mechanisms | |
Squeeze-and-Excitation Block
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Image Model Blocks |
