Methods › General › Attention Mechanisms › Attention
Attention Is All You Need
Attention
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
30 shown of 31,583, 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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TCANet: A Temporal Convolutional Attention Network for Motor Imagery EEG Decoding 15 Jun 2025 · 1 repository
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BSA: Ball Sparse Attention for Large-scale Geometries 14 Jun 2025 · 1 repository · arXiv:2506.12541Syntology ran 2 of 2 samples · 0 unverified
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FAME: A Lightweight Spatio-Temporal Network for Model Attribution of Face-Swap Deepfakes 13 Jun 2025 · 1 repository · arXiv:2506.11477
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Augmenting Large Language Models with Static Code Analysis for Automated Code Quality Improvements 12 Jun 2025 · 0 repositories · arXiv:2506.10330
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PAL: Probing Audio Encoders via LLMs -- A Study of Information Transfer from Audio Encoders to LLMs 12 Jun 2025 · 0 repositories · arXiv:2506.10423
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Edit360: 2D Image Edits to 3D Assets from Any Angle 12 Jun 2025 · 0 repositories · arXiv:2506.10507
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Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods 12 Jun 2025 · 0 repositories · arXiv:2506.10959
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ALBERT: Advanced Localization and Bidirectional Encoder Representations from Transformers for Automotive Damage Evaluation 12 Jun 2025 · 0 repositories · arXiv:2506.10524
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Asymmetric price adjustment over the business cycle 12 Jun 2025 · 0 repositories · arXiv:2506.10640
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Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs 12 Jun 2025 · 1 repository · arXiv:2506.10967Syntology ran 7 of 8 samples · 1 unverified
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CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training 12 Jun 2025 · 1 repository · arXiv:2506.10844
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Constructing and Evaluating Declarative RAG Pipelines in PyTerrier 12 Jun 2025 · 1 repository · arXiv:2506.10802
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Context-Adaptive Graph Neural Networks for Next POI Recommendation 12 Jun 2025 · 0 repositories · arXiv:2506.10329
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ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025 12 Jun 2025 · 1 repository · arXiv:2506.10550
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Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust Recommendation 12 Jun 2025 · 1 repository · arXiv:2506.10658
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Conversational Search: From Fundamentals to Frontiers in the LLM Era 12 Jun 2025 · 0 repositories · arXiv:2506.10635
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DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Transformer and Mamba 12 Jun 2025 · 1 repository · arXiv:2506.10390
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Decomposing MLP Activations into Interpretable Features via Semi-Nonnegative Matrix Factorization 12 Jun 2025 · 1 repository · arXiv:2506.10920
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Enhancing Deepfake Detection using SE Block Attention with CNN 12 Jun 2025 · 0 repositories · arXiv:2506.10683
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FaceLiVT: Face Recognition using Linear Vision Transformer with Structural Reparameterization For Mobile Device 12 Jun 2025 · 0 repositories · arXiv:2506.10361
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Fine-Grained Perturbation Guidance via Attention Head Selection 12 Jun 2025 · 0 repositories · arXiv:2506.10978
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Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages 12 Jun 2025 · 0 repositories · arXiv:2506.10292
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FSATFusion: Frequency-Spatial Attention Transformer for Infrared and Visible Image Fusion 12 Jun 2025 · 1 repository · arXiv:2506.10366
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Heterogeneous-IRS-Assisted MIMO Systems: Channel Estimation and Beamforming 12 Jun 2025 · 0 repositories · arXiv:2506.10350
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Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration 12 Jun 2025 · 0 repositories · arXiv:2506.10573
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J-DDL: Surface Damage Detection and Localization System for Fighter Aircraft 12 Jun 2025 · 0 repositories · arXiv:2506.10505
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LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture 12 Jun 2025 · 1 repository · arXiv:2506.10347
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MF2Summ: Multimodal Fusion for Video Summarization with Temporal Alignment 12 Jun 2025 · 0 repositories · arXiv:2506.10430
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MSTAR: Box-free Multi-query Scene Text Retrieval with Attention Recycling 12 Jun 2025 · 1 repository · arXiv:2506.10609Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
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NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors 12 Jun 2025 · 1 repository · arXiv:2506.10627
Tasks archive 2025-07-28
20 shown of 2,757 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 |
|---|---|
| Language Modelling | 3,282 |
| Language Modeling | 2,605 |
| Retrieval | 1,932 |
| Question Answering | 1,607 |
| Decoder | 1,589 |
| Sentence | 1,392 |
| RAG | 1,344 |
| Retrieval-augmented Generation | 1,178 |
| Semantic Segmentation | 1,131 |
| Translation | 1,073 |
| Large Language Model | 976 |
| Machine Translation | 956 |
| Object Detection | 875 |
| Text Generation | 826 |
| Transfer Learning | 822 |
| Image Classification | 818 |
| Segmentation | 814 |
| object-detection | 802 |
| Representation Learning | 793 |
| Classification | 689 |
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