Methods › Computer Vision › Object Detection Models › SASA
Stand-Alone Self Attention
SASA
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Stand-Alone Self Attention (SASA) replaces all instances of spatial convolution with a form of self-attention applied to ResNet producing a fully, stand-alone self-attentional model.
Papers archive 2025-07-28
7 shown of 7, 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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Large Language Models can be Strong Self-Detoxifiers 4 Oct 2024 · 0 repositories · arXiv:2410.03818
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A case study comparing both stochastic and worst-case robust control co-design under different control structures 30 May 2024 · 0 repositories · arXiv:2405.20496
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Exact analytical algorithm for solvent accessible surface area and derivatives in implicit solvent molecular simulations on GPUs 19 Jan 2024 · 0 repositories · arXiv:2401.10462
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Understanding Long Programming Languages with Structure-Aware Sparse Attention 27 May 2022 · 1 repository · arXiv:2205.13730
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SASA: Semantics-Augmented Set Abstraction for Point-based 3D Object Detection 6 Jan 2022 · 1 repository · arXiv:2201.01976Syntology ran 0 of 1 samples · 1 unverified
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Few-Shot Domain Expansion for Face Anti-Spoofing 27 Jun 2021 · 0 repositories · arXiv:2106.14162
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Stand-Alone Self-Attention in Vision Models 13 Jun 2019 · 8 repositories · arXiv:1906.05909Syntology ran 1 of 3 samples · 2 unverified · 1 pointer-only (licence)
Tasks archive 2025-07-28
9 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Object Detection | 2 |
| object-detection | 2 |
| 3D Object Detection | 1 |
| CPU | 1 |
| Face Anti-Spoofing | 1 |
| Face Recognition | 1 |
| GPU | 1 |
| Language Modelling | 1 |
| Style Transfer | 1 |
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