What is recorded here?
Added global spatial pooling and a bottleneck gating network to adaptively rescale convolutional feature channels, enabling SE-enhanced recognition architectures.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Inherits pooling and gating/attention precedents. Nonexclusive sigmoid gates are not normalized Transformer attention. Small FLOP overhead does not imply equal wall-clock overhead; original timings explicitly differ across devices/training implementations. Competition entry results concern an ensemble/configuration, not every SE block.
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People and systems
Jie Hu; Li Shen; Gang Sun
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
Squeeze-and-Excitation channel recalibration
Added global spatial pooling and a bottleneck gating network to adaptively rescale convolutional feature channels, enabling SE-enhanced recognition architectures.
Scientific scope
Inherits pooling and gating/attention precedents. Nonexclusive sigmoid gates are not normalized Transformer attention. Small FLOP overhead does not imply equal wall-clock overhead; original timings explicitly differ across devices/training implementations. Competition entry results concern an ensemble/configuration, not every SE block.
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
Jie Hu; Li Shen; Gang Sun
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.