Methods › General › Attention › FGA
Factor Graph Attention
FGA
Introduced by Idan Schwartz et al. in Factor Graph Attention
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A general multimodal attention unit for any number of modalities. Graphical models inspire it, i.e., it infers several attention beliefs via aggregated interaction messages.
Papers archive 2025-07-28
9 shown of 9, 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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SAD-Net: a full spectral self-attention detail enhancement network for single image dehazing 7 Apr 2025 · 1 repository
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A Unified Understanding of Adversarial Vulnerability Regarding Unimodal Models and Vision-Language Pre-training Models 25 Jul 2024 · 0 repositories · arXiv:2407.17797
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FGA: Fourier-Guided Attention Network for Crowd Count Estimation 8 Jul 2024 · 0 repositories · arXiv:2407.06110
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Multi Loss-based Feature Fusion and Top Two Voting Ensemble Decision Strategy for Facial Expression Recognition in the Wild 6 Nov 2023 · 0 repositories · arXiv:2311.03478
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Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances 7 Apr 2022 · 1 repository · arXiv:2204.03375
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A Simple Baseline for Audio-Visual Scene-Aware Dialog 1 Jun 2019 · 1 repository
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A Simple Baseline for Audio-Visual Scene-Aware Dialog 11 Apr 2019 · 1 repository · arXiv:1904.05876
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Factor Graph Attention 11 Apr 2019 · 1 repository · arXiv:1904.05880
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High-Order Attention Models for Visual Question Answering 12 Nov 2017 · 1 repository · arXiv:1711.04323
Tasks archive 2025-07-28
17 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