Methods › General › Attention Mechanisms › Channel Squeeze and Spatial Excitation
Channel Squeeze and Spatial Excitation (sSE)
Channel Squeeze and Spatial 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.
Inspired on the widely known spatial squeeze and channel excitation (SE) block, the sSE block performs channel squeeze and spatial excitation, to recalibrate the feature maps spatially and achieve more fine-grained image segmentation.
Papers archive 2025-07-28
3 shown of 3, 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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AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath 15 Mar 2022 · 1 repository
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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
15 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
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
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