Methods › Computer Vision › Feature Pyramid Blocks › PAFPN
PAFPN
Introduced by Shu Liu et al. in Path Aggregation Network for Instance Segmentation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
PAFPN is a feature pyramid module used in Path Aggregation networks (PANet) that combines FPNs with bottom-up path augmentation, which shortens the information path between lower layers and topmost feature.
Papers archive 2025-07-28
30 shown of 124, 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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Pattern-Based Phase-Separation of Tracer and Dispersed Phase Particles in Two-Phase Defocusing Particle Tracking Velocimetry 22 Jun 2025 · 0 repositories · arXiv:2506.18157
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Event-Based Crossing Dataset (EBCD) 21 Mar 2025 · 1 repository · arXiv:2503.17499
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YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction 18 Mar 2025 · 0 repositories · arXiv:2503.13883
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WalnutData: A UAV Remote Sensing Dataset of Green Walnuts and Model Evaluation 27 Feb 2025 · 1 repository · arXiv:2502.20092
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MHAF-YOLO: Multi-Branch Heterogeneous Auxiliary Fusion YOLO for accurate object detection 7 Feb 2025 · 1 repository · arXiv:2502.04656
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Vision-Integrated LLMs for Autonomous Driving Assistance : Human Performance Comparison and Trust Evaluation 6 Feb 2025 · 0 repositories · arXiv:2502.06843
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YOLOv4: A Breakthrough in Real-Time Object Detection 6 Feb 2025 · 0 repositories · arXiv:2502.04161
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SPFFNet: Strip Perception and Feature Fusion Spatial Pyramid Pooling for Fabric Defect Detection 3 Feb 2025 · 0 repositories · arXiv:2502.01445
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Efficient Object Detection of Marine Debris using Pruned YOLO Model 27 Jan 2025 · 0 repositories · arXiv:2501.16571
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Object Detection Approaches to Identifying Hand Images with High Forensic Values 21 Dec 2024 · 0 repositories · arXiv:2412.16431
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Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV) 19 Dec 2024 · 0 repositories · arXiv:2412.15347
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UICE-MIRNet guided image enhancement for underwater object detection 24 Sep 2024 · 0 repositories
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A Lightweight Insulator Defect Detection Model Based on Drone Images 26 Aug 2024 · 1 repository
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PANet: A Physics-guided Parametric Augmentation Net for Image Dehazing by Hazing 14 Apr 2024 · 0 repositories · arXiv:2404.09269
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A Parallel Attention Network for Cattle Face Recognition 29 Mar 2024 · 0 repositories · arXiv:2403.19980
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Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine 11 Mar 2024 · 0 repositories · arXiv:2403.06471
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More than the Sum of Its Parts: Ensembling Backbone Networks for Few-Shot Segmentation 9 Feb 2024 · 0 repositories · arXiv:2402.06581
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YOLO-Former: YOLO Shakes Hand With ViT 11 Jan 2024 · 0 repositories · arXiv:2401.06244
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HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing 4 Jan 2024 · 0 repositories · arXiv:2401.10267
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Global Feature Pyramid Network 18 Dec 2023 · 0 repositories · arXiv:2312.11231
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Bridging Synthetic and Real Worlds for Pre-training Scene Text Detectors 8 Dec 2023 · 1 repository · arXiv:2312.05286
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Toward Improving Robustness of Object Detectors Against Domain Shift 2 Dec 2023 · 1 repository · arXiv:2403.12049
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YOLOv5s-BC: An improved YOLOv5s-based method for real-time apple detection 10 Nov 2023 · 0 repositories · arXiv:2311.05811
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Feature Aggregation in Joint Sound Classification and Localization Neural Networks 29 Oct 2023 · 0 repositories · arXiv:2310.19063
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Application of deep learning for livestock behaviour recognition: A systematic literature review 20 Oct 2023 · 0 repositories · arXiv:2310.13483
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Parking Spot Classification based on surround view camera system 5 Oct 2023 · 0 repositories · arXiv:2310.12997
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Randomize to Generalize: Domain Randomization for Runway FOD Detection 23 Sep 2023 · 0 repositories · arXiv:2309.13264
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Automatic Signboard Recognition in Low Quality Night Images 17 Aug 2023 · 0 repositories · arXiv:2308.08941
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YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems 26 Jul 2023 · 0 repositories · arXiv:2307.13901
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PANet: LiDAR Panoptic Segmentation with Sparse Instance Proposal and Aggregation 27 Jun 2023 · 1 repository · arXiv:2306.15348
Tasks archive 2025-07-28
20 shown of 148 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