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Channel Squeeze and Spatial Excitation (sSE)

Channel Squeeze and Spatial Excitation

3 papers tagged archive 2025-07-28

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.

PaperSourceSee Code · jlcsilva/segmentation_models.pytorch

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.

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.

TaskPapers
Segmentation2
8k1
Audio Classification1
COVID-19 Diagnosis1
Coronary Artery Segmentation1
Data Augmentation1
Decoder1
Dimensionality Reduction1
Environmental Sound Classification1
Image Classification1
Lesion Detection1
Semantic Segmentation1
Sound Classification1
feature selection1
image-classification1

Usage over time archive 2025-07-28

Papers per year tagged with Channel Squeeze and Spatial Excitation: 2018 to 2022, peak 1 1 0 2018: 1 paper 2018 2019: 0 papers 2019 2020: 0 papers 2020 2021: 1 paper 2021 2022: 1 paper 2022
Papers per year the archive tags with this method, by the paper's archive date (3 dated). Bars are counts, not a trend claim.

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

Attention Mechanisms

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