Methods › General › Attention Modules › Triplet Attention
Triplet Attention
Introduced by Diganta Misra et al. in Rotate to Attend: Convolutional Triplet Attention Module
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Triplet attention comprises of three branches each responsible for capturing crossdimension between the spatial dimensions and channel dimension of the input. Given an input tensor with shape (C × H × W), each branch is responsible for aggregating cross-dimensional interactive features between either the spatial dimension H or W and the channel dimension C.
Papers archive 2025-07-28
11 shown of 11, 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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Achieving 3D Attention via Triplet Squeeze and Excitation Block 9 May 2025 · 0 repositories · arXiv:2505.05943
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SNAT-YOLO: Efficient Cross-Layer Aggregation Network for Edge-Oriented Gangue Detection 9 Feb 2025 · 0 repositories · arXiv:2502.05988
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TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration 10 Oct 2024 · 1 repository · arXiv:2410.08177
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Optimization of Autonomous Driving Image Detection Based on RFAConv and Triplet Attention 25 Jun 2024 · 0 repositories · arXiv:2407.09530
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Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers 7 Feb 2024 · 3 repositories · arXiv:2402.04538Syntology ran 10 of 13 samples · 3 unverified
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HeTriNet: Heterogeneous Graph Triplet Attention Network for Drug-Target-Disease Interaction 30 Nov 2023 · 0 repositories · arXiv:2312.00189
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Triplet Attention Transformer for Spatiotemporal Predictive Learning 28 Oct 2023 · 0 repositories · arXiv:2310.18698
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MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes 10 Mar 2022 · 1 repository · arXiv:2203.05203Syntology ran 2 of 9 samples · 7 unverified
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Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos 7 Sep 2021 · 8 repositories · arXiv:2109.03223
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Coordinate Attention for Efficient Mobile Network Design 4 Mar 2021 · 2 repositories · arXiv:2103.02907
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Rotate to Attend: Convolutional Triplet Attention Module 6 Oct 2020 · 5 repositories · arXiv:2010.03045
Tasks archive 2025-07-28
20 shown of 33 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