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Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks

Research article (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022) · cited 620× · AI/ML
academia openalex:W4302275239
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Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks

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Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks is a scholarly article[1].

Key Facts

  • Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks's instance of is recorded as scholarly article[2].

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Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks. Retrieved May 24, 2026, from https://4ort.xyz/entity/beyond-self-attention-external-attention-using-two-linear-layers-for-visual-tasks
MLA “Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/beyond-self-attention-external-attention-using-two-linear-layers-for-visual-tasks.
BibTeX @misc{4ortxyz_beyond-self-attention-external-attention-using-two-linear-layers-for-visual-tasks_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks}}, year = {2026}, url = {https://4ort.xyz/entity/beyond-self-attention-external-attention-using-two-linear-layers-for-visual-tasks}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks — https://4ort.xyz/entity/beyond-self-attention-external-attention-using-two-linear-layers-for-visual-tasks (retrieved 2026-05-24)

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