Methods › General › Attention Mechanisms › Bi-attention
Bilinear Attention
Bi-attention
Introduced by Pengfei Fang et al. in Bilinear Attention Networks for Person Retrieval
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Bi-attention employs the attention-in-attention (AiA) mechanism to capture second-order statistical information: the outer point-wise channel attention vectors are computed from the output of the inner channel attention.
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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DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET 30 Oct 2024 · 1 repository · arXiv:2410.23219
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Elite360M: Efficient 360 Multi-task Learning via Bi-projection Fusion and Cross-task Collaboration 18 Aug 2024 · 0 repositories · arXiv:2408.09336
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Elite360D: Towards Efficient 360 Depth Estimation via Semantic- and Distance-Aware Bi-Projection Fusion 25 Mar 2024 · 0 repositories · arXiv:2403.16376
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Alzheimer's Disease Prediction via Brain Structural-Functional Deep Fusing Network 28 Sep 2023 · 0 repositories · arXiv:2309.16206
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GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs 22 May 2023 · 0 repositories · arXiv:2305.12788
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Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing 5 Nov 2022 · 1 repository · arXiv:2211.02899
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Cross-Modal Transformer GAN: A Brain Structure-Function Deep Fusing Framework for Alzheimer's Disease 20 Jun 2022 · 0 repositories · arXiv:2206.13393
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Compare learning: bi-attention network for few-shot learning 25 Mar 2022 · 0 repositories · arXiv:2203.13487
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BiBERT: Accurate Fully Binarized BERT 12 Mar 2022 · 1 repository · arXiv:2203.06390
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Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection 20 Apr 2020 · 1 repository · arXiv:2004.09036
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Bilinear Attention Networks for Person Retrieval 1 Oct 2019 · 0 repositories
Tasks archive 2025-07-28
20 shown of 21 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 |
|---|---|
| ERP | 2 |
| Generative Adversarial Network | 2 |
| 3D Reconstruction | 1 |
| 3D geometry | 1 |
| Binarization | 1 |
| Decision Making | 1 |
| Depth Estimation | 1 |
| Disease Prediction | 1 |
| Few-Shot Learning | 1 |
| Graph Neural Network | 1 |
| Knowledge Graphs | 1 |
| Machine Reading Comprehension | 1 |
| Metric Learning | 1 |
| Multi-Task Learning | 1 |
| Person Retrieval | 1 |
| Question Answering | 1 |
| Retrieval | 1 |
| Semantic Segmentation | 1 |
| Sentence | 1 |
| Surface Normal Estimation | 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