Methods › General › Attention Mechanisms › Spatial & Temporal Attention
Spatial & Temporal Attention
Introduced by Sijie Song et al. in An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Spatial & temporal attention combines the advantages of spatial attention and temporal attention as it adaptively selects both important regions and key frames. Some works compute temporal attention and spatial attention separately, while others produce joint spatio & temporal attention maps. Further works focusing on capturing pairwise relations.
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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Explicitly incorporating spatial information to recurrent networks for agriculture 27 Jun 2022 · 1 repository · arXiv:2206.13406
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Retrieving and Highlighting Action with Spatiotemporal Reference 19 May 2020 · 0 repositories · arXiv:2005.09183
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An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data 18 Nov 2016 · 0 repositories · arXiv:1611.06067
Tasks archive 2025-07-28
12 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
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