What is recorded here?
Combined shared-MLP channel attention using average/max pooling with a subsequent spatial-attention map, providing a plug-in convolutional feature-refinement module.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Extends channel attention and prior spatial gating rather than inventing all neural attention. Sequential channel-then-spatial gating is distinct from SE-only recalibration and token-pair self-attention. Lightweight overhead and accuracy improvements are benchmark-dependent. General visual recognition work is in scope despite one author's company affiliation.
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People and systems
Sanghyun Woo; Jongchan Park; Joon-Young Lee; In So Kweon
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
CBAM: sequential channel and spatial feature attention
Combined shared-MLP channel attention using average/max pooling with a subsequent spatial-attention map, providing a plug-in convolutional feature-refinement module.
Scientific scope
Extends channel attention and prior spatial gating rather than inventing all neural attention. Sequential channel-then-spatial gating is distinct from SE-only recalibration and token-pair self-attention. Lightweight overhead and accuracy improvements are benchmark-dependent. General visual recognition work is in scope despite one author's company affiliation.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Sanghyun Woo; Jongchan Park; Joon-Young Lee; In So Kweon
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.