Methods › Natural Language Processing › Transformers › Focus
Focus
Introduced by Shahar Lutati et al. in Focus Your Attention (with Adaptive IIR Filters)
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 15,340, 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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Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation 4 Sep 2025 · 1 repository
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A Fuzzy Approach to Project Success: Measuring What Matters 16 Jul 2025 · 1 repository · arXiv:2507.12653
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InstructFLIP: Exploring Unified Vision-Language Model for Face Anti-spoofing 16 Jul 2025 · 1 repository · arXiv:2507.12060
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Attributes Shape the Embedding Space of Face Recognition Models 15 Jul 2025 · 1 repository · arXiv:2507.11372
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Functional Emotion Modeling in Biomimetic Reinforcement Learning 15 Jul 2025 · 0 repositories · arXiv:2507.11027
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Implementing Adaptations for Vision AutoRegressive Model 15 Jul 2025 · 1 repository · arXiv:2507.11441Syntology ran 0 of 8 samples · 8 unverified · 8 pointer-only (licence)
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Multi-Trigger Poisoning Amplifies Backdoor Vulnerabilities in LLMs 15 Jul 2025 · 0 repositories · arXiv:2507.11112
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Optimal Sensor Scheduling and Selection for Continuous-Discrete Kalman Filtering with Auxiliary Dynamics 15 Jul 2025 · 1 repository · arXiv:2507.11240
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Pricing energy spread options with variance gamma-driven Ornstein-Uhlenbeck dynamics 15 Jul 2025 · 0 repositories · arXiv:2507.11480
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Robust-Multi-Task Gradient Boosting 15 Jul 2025 · 1 repository · arXiv:2507.11411
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Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander 15 Jul 2025 · 0 repositories · arXiv:2507.11079
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The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology 15 Jul 2025 · 0 repositories · arXiv:2507.11400
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Turning Sand to Gold: Recycling Data to Bridge On-Policy and Off-Policy Learning via Causal Bound 15 Jul 2025 · 0 repositories · arXiv:2507.11269
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Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach 14 Jul 2025 · 1 repository · arXiv:2507.10330
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Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning 14 Jul 2025 · 0 repositories · arXiv:2507.10348
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Graph World Model 14 Jul 2025 · 1 repository · arXiv:2507.10539
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Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination 14 Jul 2025 · 1 repository · arXiv:2507.10532Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
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Unsupervised Methods for Video Quality Improvement: A Survey of Restoration and Enhancement Techniques 11 Jul 2025 · 0 repositories · arXiv:2507.08375
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Bradley-Terry and Multi-Objective Reward Modeling Are Complementary 10 Jul 2025 · 0 repositories · arXiv:2507.07375
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Learning Collective Variables from Time-lagged Generation 10 Jul 2025 · 1 repository · arXiv:2507.07390
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Quantum Federated Learning for Multimodal Data: A Modality-Agnostic Approach 10 Jul 2025 · 0 repositories · arXiv:2507.08217
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Boosting Parameter Efficiency in LLM-Based Recommendation through Sophisticated Pruning 9 Jul 2025 · 1 repository · arXiv:2507.07064
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MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval 9 Jul 2025 · 1 repository · arXiv:2507.06654Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
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Speak2Sign3D: A Multi-modal Pipeline for English Speech to American Sign Language Animation 9 Jul 2025 · 0 repositories · arXiv:2507.06530
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What Demands Attention in Urban Street Scenes? From Scene Understanding towards Road Safety: A Survey of Vision-driven Datasets and Studies 9 Jul 2025 · 0 repositories · arXiv:2507.06513
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DreamArt: Generating Interactable Articulated Objects from a Single Image 8 Jul 2025 · 0 repositories · arXiv:2507.05763
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Feature-Based vs. GAN-Based Learning from Demonstrations: When and Why 8 Jul 2025 · 0 repositories · arXiv:2507.05906
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High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning 8 Jul 2025 · 1 repository · arXiv:2507.05920
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Identifiability in Causal Abstractions: A Hierarchy of Criteria 8 Jul 2025 · 0 repositories · arXiv:2507.06213
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LangMamba: A Language-driven Mamba Framework for Low-dose CT Denoising with Vision-language Models 8 Jul 2025 · 1 repository · arXiv:2507.06140
Tasks archive 2025-07-28
20 shown of 1,935 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 | 735 |
| Language Modeling | 584 |
| Retrieval | 504 |
| Semantic Segmentation | 465 |
| Decision Making | 445 |
| Question Answering | 441 |
| Large Language Model | 438 |
| Object Detection | 364 |
| object-detection | 356 |
| Representation Learning | 351 |
| Contrastive Learning | 345 |
| Segmentation | 325 |
| Object | 319 |
| Benchmarking | 314 |
| Diversity | 301 |
| Fairness | 299 |
| Image Generation | 288 |
| Autonomous Driving | 274 |
| Transfer Learning | 260 |
| Denoising | 258 |
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