Methods › General › Attention Mechanisms › Concurrent Spatial and Channel Squeeze & Excitation
Concurrent Spatial and Channel Squeeze & Excitation (scSE)
Concurrent Spatial and Channel Squeeze & Excitation
Introduced by Abhijit Guha Roy et al. in Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Combines 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.
Papers archive 2025-07-28
2 shown of 2, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation 21 Jun 2021 · 1 repository · arXiv:2106.11447
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Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks 23 Aug 2018 · 5 repositories · arXiv:1808.08127Syntology ran 2 of 8 samples · 6 unverified
Tasks archive 2025-07-28
7 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Segmentation | 2 |
| Coronary Artery Segmentation | 1 |
| Decoder | 1 |
| Image Classification | 1 |
| Lesion Detection | 1 |
| Semantic Segmentation | 1 |
| image-classification | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections