---
title: "ultralytics/yolov5: papers citing this GitHub repository"
description: "110 papers in the tracked journals link to the GitHub repository ultralytics/yolov5 in their Crossref records, the first in 2021; most of them (37) in 2025."
url: https://scholar4ai.com/code/github-ultralytics-yolov5
markdown_url: https://scholar4ai.com/code/github-ultralytics-yolov5.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "110 papers in the tracked journals link to the GitHub repository ultralytics/yolov5 in their Crossref records, the first in 2021; most of them (37) in 2025. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T14:43:26+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# ultralytics/yolov5: papers linking to it

Research papers in the 480 tracked journals that link to ultralytics/yolov5 (https://github.com/ultralytics/yolov5), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

- GitHub
- 58,246 stars
- 17,446 forks
- Python
- license AGPL-3.0
- created 2020
- https://github.com/ultralytics/yolov5

All repositories: https://scholar4ai.com/code.md

## Key findings

- 110 papers in the tracked journals link to the GitHub repository ultralytics/yolov5 in their Crossref records, the first in 2021; most of them (37) in 2025.
- By category: AI (106), Information Systems (2) and Operations Research (2); the journals with the most are Expert Systems with Applications (29), Neural Computing and Applications (25) and Pattern Recognition (16).
- 22 of the papers build on one another: a later paper cites an earlier one that also links ultralytics/yolov5.
- Linked repositories derived from it: 8, such as ultralytics/yolov5: v3.1 - Bug Fixes and Performance Improvements, ultralytics/yolov5: v4.0 - nn.SiLU() activations, Weights & Biases logging, PyTorch Hub integration and ultralytics/yolov5: v7.0 - YOLOv5 SOTA Realtime Instance Segmentation.

## By year

*Papers linking to ultralytics/yolov5 by publication year*

| Year | Papers |
|---|---:|
| 2021 | 2 |
| 2022 | 13 |
| 2023 | 14 |
| 2024 | 20 |
| 2025 | 37 |
| 2026 | 24 |

## Journals

*Journals whose papers link to ultralytics/yolov5 most*

| Journal | Papers |
|---|---:|
| [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 29 |
| [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 25 |
| [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 16 |
| [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 12 |
| [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 10 |

## Family tree

Each paper sits under the earlier paper it builds on.

- [A novel early warning strategy for right-turning blind zone based on vulnerable road users detection](https://doi.org/10.1007/s00521-021-06800-2) (Neural Computing and Applications, 2022)
  - [Vulnerable road users’ detection with bionic-corrected multi-fisheye images and safety warning for ART](https://doi.org/10.1007/s00521-024-10689-y) (Neural Computing and Applications, 2024) — cites the paper above
- [Refined marine object detector with attention-based spatial pyramid pooling networks and bidirectional feature fusion strategy](https://doi.org/10.1007/s00521-022-07264-8) (Neural Computing and Applications, 2022)
  - [Multi-dimensional, multi-functional and multi-level attention in YOLO for underwater object detection](https://doi.org/10.1007/s00521-023-08781-w) (Neural Computing and Applications, 2023) — cites the paper above
- [A review of convolutional neural network architectures and their optimizations](https://doi.org/10.1007/s10462-022-10213-5) (Artificial Intelligence Review, 2022)
  - [Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces](https://doi.org/10.1007/s11263-025-02446-y) (International Journal of Computer Vision, 2025) — cites the paper above
- [SafeFac: Video-based smart safety monitoring for preventing industrial work accidents](https://doi.org/10.1016/j.eswa.2022.119397) (Expert Systems with Applications, 2022)
  - [Verification and performance comparison of CNN-based algorithms for two-step helmet-wearing detection](https://doi.org/10.1016/j.eswa.2023.120096) (Expert Systems with Applications, 2023) — cites the paper above
- [Progressive refined redistribution pyramid network for defect detection in complex scenarios](https://doi.org/10.1016/j.knosys.2022.110176) (Knowledge-Based Systems, 2022)
  - [A lightweight cross-axis semantic interaction network with receptive-field-based attention for industrial surface defect detection](https://doi.org/10.1016/j.eswa.2025.127949) (Expert Systems with Applications, 2025) — cites the paper above
- [Concrete crack detection using lightweight attention feature fusion single shot multibox detector](https://doi.org/10.1016/j.knosys.2022.110216) (Knowledge-Based Systems, 2022)
  - [FC-DETR: High-precision end-to-end surface defect detector based on foreground supervision and cascade refined hybrid matching](https://doi.org/10.1016/j.eswa.2024.126142) (Expert Systems with Applications, 2024) — cites the paper above
    - [A design-guided industrial defect detection method with enhanced camouflaged defect identification](https://doi.org/10.1016/j.eswa.2025.128996) (Expert Systems with Applications, 2025) — cites the paper above
- [A Yolo-Based Model for Breast Cancer Detection in Mammograms](https://doi.org/10.1007/s12559-023-10189-6) (Cognitive Computation, 2023)
  - [Detecting and classifying breast masses via YOLO-based deep learning](https://doi.org/10.1007/s00521-025-11153-1) (Neural Computing and Applications, 2025) — cites the paper above
- [BiFPN-YOLO: One-stage object detection integrating Bi-Directional Feature Pyramid Networks](https://doi.org/10.1016/j.patcog.2024.111209) (Pattern Recognition, 2024)
  - [Illumination-adaptive feature enhancement for low-light object detection](https://doi.org/10.1016/j.patcog.2026.113122) (Pattern Recognition, 2026) — cites the paper above
- [MultiSpectral Transformer Fusion via exploiting similarity and complementarity for robust pedestrian detection](https://doi.org/10.1016/j.patcog.2025.111383) (Pattern Recognition, 2025)
  - [Learning modality knowledge with proxy for RGB-Infrared object detection](https://doi.org/10.1016/j.patcog.2026.113227) (Pattern Recognition, 2026) — cites the paper above
  - [Lightweight modal-guided cross-attention fusion network for visible-infrared object detection](https://doi.org/10.1016/j.patcog.2026.113350) (Pattern Recognition, 2026) — cites the paper above
- [A dynamic context-aware aggregation strategy for small object detection](https://doi.org/10.1016/j.patcog.2025.112127) (Pattern Recognition, 2025)
  - [A lightweight granular perception feature pyramid network with context-awareness for small traffic sign detection](https://doi.org/10.1016/j.eswa.2026.131885) (Expert Systems with Applications, 2026) — cites the paper above

## Related repositories

*Linked repositories ultralytics/yolov5 derives from or that derive from it*

| Repository | Relation | Papers |
|---|---|---:|
| [ultralytics/yolov5: v3.1 - Bug Fixes and Performance Improvements](https://scholar4ai.com/code/zenodo-4154370.md) | Zenodo archive of ultralytics/yolov5 | 11 |
| [ultralytics/yolov5: v4.0 - nn.SiLU() activations, Weights & Biases logging, PyTorch Hub…](https://scholar4ai.com/code/zenodo-4418161.md) | Zenodo archive of ultralytics/yolov5 | 3 |
| [ultralytics/yolov5: v7.0 - YOLOv5 SOTA Realtime Instance Segmentation](https://scholar4ai.com/code/zenodo-3908559.md) | Zenodo archive of ultralytics/yolov5 | 31 |
| [ultralytics/yolov5: v6.0 - YOLOv5n 'Nano' models, Roboflow integration, TensorFlow…](https://scholar4ai.com/code/zenodo-5563715.md) | Zenodo archive of ultralytics/yolov5 | 4 |
| [ultralytics/yolov5: v6.1 - TensorRT, TensorFlow Edge TPU and OpenVINO Export and Inference](https://scholar4ai.com/code/zenodo-6222936.md) | Zenodo archive of ultralytics/yolov5 | 5 |
| [ultralytics/yolov5: v5.0 - YOLOv5-P6 1280 models, AWS, Supervise.ly and YouTube…](https://scholar4ai.com/code/zenodo-4679653.md) | Zenodo archive of ultralytics/yolov5 | 4 |
| [ultralytics/yolov5: v6.2 - YOLOv5 Classification Models, Apple M1, Reproducibility…](https://scholar4ai.com/code/zenodo-7002879.md) | Zenodo archive of ultralytics/yolov5 | 5 |
| [ultralytics/yolov5: v7.0 - YOLOv5 SOTA Realtime Instance Segmentation](https://scholar4ai.com/code/zenodo-7347926.md) | Zenodo archive of ultralytics/yolov5 | 3 |

## Papers

*Papers linking to ultralytics/yolov5, most cited first (60 of 110)*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2024-06-24 | [YOLO-FaceV2: A scale and occlusion aware face detector](https://doi.org/10.1016/j.patcog.2024.110714) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Ziping Yu, Hongbo Huang, Wei‐Jun Chen et al. | 476 | cites it |
| 2022-06-22 | [A review of convolutional neural network architectures and their optimizations](https://doi.org/10.1007/s10462-022-10213-5) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Shuang Cong, Yang Zhou | 383 | cites it |
| 2022-12-09 | [Improved YOLOv5 network for real-time multi-scale traffic sign detection](https://doi.org/10.1007/s00521-022-08077-5) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Junfan Wang, Yi Chen, Zhekang Dong et al. | 377 | cites it |
| 2022-03-05 | [Deep learning techniques to classify agricultural crops through UAV imagery: a review](https://doi.org/10.1007/s00521-022-07104-9) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Abdelmalek Bouguettaya, Hafed Zarzour, Ahmed Kechida et al. | 317 | cites it |
| 2022-01-20 | [Fast forest fire smoke detection using MVMNet](https://doi.org/10.1016/j.knosys.2022.108219) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yaowen Hu, Jialei Zhan, Guoxiong Zhou et al. | 172 | cites it |
| 2024-11-18 | [BiFPN-YOLO: One-stage object detection integrating Bi-Directional Feature Pyramid Networks](https://doi.org/10.1016/j.patcog.2024.111209) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | John Doherty, Bryan Gardiner, Emmett Kerr et al. | 168 | cites it |
| 2023-08-17 | [A Yolo-Based Model for Breast Cancer Detection in Mammograms](https://doi.org/10.1007/s12559-023-10189-6) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Francesco Prinzi, Marco Insalaco, Alessia Angela Maria Orlando et al. | 146 | cites it |
| 2022-12-21 | [Concrete crack detection using lightweight attention feature fusion single shot multibox detector](https://doi.org/10.1016/j.knosys.2022.110216) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Wei Zhu, Hui Zhang, Joe Eastwood et al. | 113 | cites it |
| 2023-05-22 | [Consistency- and dependence-guided knowledge distillation for object detection in remote sensing images](https://doi.org/10.1016/j.eswa.2023.120519) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Yixia Chen, Ming‐Wei Lin, He Zhu et al. | 85 | cites it |
| 2024-08-16 | [YOLO-FD: An accurate fish disease detection method based on multi-task learning](https://doi.org/10.1016/j.eswa.2024.125085) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Xuefei Li, Shili Zhao, Chunlin Chen et al. | 79 | cites it |
| 2022-02-21 | [CDNet: a real-time and robust crosswalk detection network on Jetson nano based on YOLOv5](https://doi.org/10.1007/s00521-022-07007-9) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Zheng-De Zhang, Menglu Tan, Zhi-Cai Lan et al. | 69 | cites it |
| 2023-02-05 | [Cascaded feature fusion with multi-level self-attention mechanism for object detection](https://doi.org/10.1016/j.patcog.2023.109377) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Chuanxu Wang, Huiru Wang, Huiru Wang | 58 | cites it |
| 2023-04-12 | [Verification and performance comparison of CNN-based algorithms for two-step helmet-wearing detection](https://doi.org/10.1016/j.eswa.2023.120096) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Ju‐Yeon Lee, Woo-Seok Choi, Sang-Hyun Choi et al. | 55 | cites it |
| 2022-12-07 | [Progressive refined redistribution pyramid network for defect detection in complex scenarios](https://doi.org/10.1016/j.knosys.2022.110176) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Xuyi Yu, Wentao Lyu, Chengqun Wang et al. | 53 | cites it |
| 2024-01-11 | [Railway obstacle intrusion warning mechanism integrating YOLO-based detection and risk assessment](https://doi.org/10.1016/j.jii.2024.100571) | [Journal of Industrial Information Integration](https://scholar4ai.com/journals/journal-of-industrial-information-integration.md) | Zhipeng Zhang, Peiru Chen, Yujie Huang et al. | 52 | cites it |
| 2021-06-20 | [Personal Protection Equipment detection system for embedded devices based on DNN and Fuzzy Logic](https://doi.org/10.1016/j.eswa.2021.115447) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Giancarlo Iannizzotto, Lucia Lo Bello, Gaetano Patti | 48 | cites it |
| 2024-05-23 | [DDformer: Dimension decomposition transformer with semi-supervised learning for underwater image enhancement](https://doi.org/10.1016/j.knosys.2024.111977) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Zhi Yang Gao, Jing Yang, Fengling Jiang et al. | 47 | cites it |
| 2023-12-21 | [Task reallocation of human-robot collaborative production workshop based on a dynamic human fatigue model](https://doi.org/10.1016/j.cie.2023.109855) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | Bitao Yao, Xinyu Li, Zhenrui Ji et al. | 46 | cites it |
| 2022-05-14 | [Refined marine object detector with attention-based spatial pyramid pooling networks and bidirectional feature fusion strategy](https://doi.org/10.1007/s00521-022-07264-8) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Fengqiang Xu, Huibing Wang, Xudong Sun et al. | 44 | cites it |
| 2022-12-05 | [SafeFac: Video-based smart safety monitoring for preventing industrial work accidents](https://doi.org/10.1016/j.eswa.2022.119397) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Jungmo Ahn, Jae-Yeon Park, Sung Sik Lee et al. | 34 | cites it |
| 2026-01-22 | [Deep Learning-Based Object Pose Estimation: A Comprehensive Survey](https://doi.org/10.1007/s11263-025-02646-6) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Jian Liu, Wei Sun, Hui Yang et al. | 31 | cites it |
| 2024-12-12 | [FC-DETR: High-precision end-to-end surface defect detector based on foreground supervision and cascade refined hybrid matching](https://doi.org/10.1016/j.eswa.2024.126142) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Zilin Xia, Yufan Zhao, Jinan Gu et al. | 30 | cites it |
| 2023-07-14 | [Multi-dimensional, multi-functional and multi-level attention in YOLO for underwater object detection](https://doi.org/10.1007/s00521-023-08781-w) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Xin Shen, Xudong Sun, Huibing Wang et al. | 27 | cites it |
| 2023-06-01 | [Fully context-aware image inpainting with a learned semantic pyramid](https://doi.org/10.1016/j.patcog.2023.109741) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Wendong Zhang, Yunbo Wang, Bingbing Ni et al. | 26 | cites it |
| 2024-12-16 | [Circle-YOLO: An anchor-free lung nodule detection algorithm using bounding circle representation](https://doi.org/10.1016/j.patcog.2024.111294) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Chaosheng Tang, Feifei Zhou, Junding Sun et al. | 26 | cites it |
| 2025-01-27 | [MultiSpectral Transformer Fusion via exploiting similarity and complementarity for robust pedestrian detection](https://doi.org/10.1016/j.patcog.2025.111383) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Song Hou, Meng Yang, Wei‐Shi Zheng et al. | 26 | cites it |
| 2023-09-05 | [TEGAN: Transformer Embedded Generative Adversarial Network for Underwater Image Enhancement](https://doi.org/10.1007/s12559-023-10197-6) | [Cognitive Computation](https://scholar4ai.com/journals/cognitive-computation.md) | Zhi Yang Gao, Jing Yang, Lu Zhang et al. | 24 | cites it |
| 2021-03-10 | [Domain adaptive detection system for concealed objects using millimeter wave images](https://doi.org/10.1007/s00521-021-05847-5) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Bo Zhang, Bin Wang, Xiaofeng Wu et al. | 23 | cites it |
| 2025-04-10 | [Efficient aggregate distribute network for tiny defect detection](https://doi.org/10.1016/j.eswa.2025.127551) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | P. Chen, Wentao Lyu, Qing Guo et al. | 21 | cites it |
| 2023-02-17 | [YOGA: Deep object detection in the wild with lightweight feature learning and multiscale attention](https://doi.org/10.1016/j.patcog.2023.109451) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Raja Sunkara, Tie Luo | 20 | cites it |
| 2025-03-19 | [Detecting and classifying breast masses via YOLO-based deep learning](https://doi.org/10.1007/s00521-025-11153-1) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Büşra Kübra Karaca, Ziya Telatar, Selda Güney et al. | 20 | cites it |
| 2024-12-24 | [Machine learning-based vehicle detection and tracking based on headlight extraction and GMM clustering under low illumination conditions](https://doi.org/10.1016/j.eswa.2024.126240) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Igor Lashkov, Runze Yuan, Guohui Zhang | 19 | cites it |
| 2025-07-03 | [YOLO-MSD: a robust industrial surface defect detection model via multi-scale feature fusion](https://doi.org/10.1007/s10489-025-06739-0) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Yifei Ge, Zhuo Li, Lin Meng | 19 | cites it |
| 2025-07-15 | [A dynamic context-aware aggregation strategy for small object detection](https://doi.org/10.1016/j.patcog.2025.112127) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Minhu Yang, Hexiang Bai, Jianlong Hu et al. | 19 | cites it |
| 2025-07-25 | [Multiscale welding defect detection method based on image adaptive enhancement](https://doi.org/10.1016/j.knosys.2025.114174) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Huyue Cheng, Hongquan Jiang, Deqiang Jing et al. | 18 | cites it |
| 2022-08-10 | [MonoPoly: A practical monocular 3D object detector](https://doi.org/10.1016/j.patcog.2022.108967) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | He Guan, Chunfeng Song, Zhaoxiang Zhang et al. | 16 | cites it |
| 2023-11-30 | [Weakly-supervised learning based automatic augmentation of aerial insulator images](https://doi.org/10.1016/j.eswa.2023.122739) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Di Jiang, Di Jiang, Yuan Cao et al. | 16 | cites it |
| 2025-04-09 | [DCYOLO: Dual negative weighting label assignment and cross-layer decouple head for YOLO in remote sensing images](https://doi.org/10.1016/j.eswa.2025.127595) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Qiang Gu, Zhenggong Han, Sun Kong et al. | 14 | cites it |
| 2023-07-07 | [An end-to-end pollution analysis and detection system using artificial intelligence and object detection algorithms](https://doi.org/10.1016/j.dajour.2023.100283) | [Decision Analytics Journal](https://scholar4ai.com/journals/decision-analytics-journal.md) | Md. Yearat Hossain, Ifran Rahman Nijhum, Md. Tazin Morshed Shad et al. | 12 | cites it |
| 2022-01-10 | [A novel early warning strategy for right-turning blind zone based on vulnerable road users detection](https://doi.org/10.1007/s00521-021-06800-2) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Lei Han, Peng Zheng, Haobo Li et al. | 11 | cites it |
| 2024-03-05 | [Relative vectoring using dual object detection for autonomous aerial refueling](https://doi.org/10.1007/s00521-024-09589-y) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Derek Worth, Jeffrey Choate, James Lynch et al. | 11 | cites it |
| 2024-05-27 | [Raw infrared image enhancement via an inverted framework based on infrared basic prior](https://doi.org/10.1016/j.eswa.2024.124314) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Yu Wang, Xiubao Sui, Yihong Wang et al. | 11 | cites it |
| 2025-03-12 | [Deep learning for recognition and detection of plant diseases and pests](https://doi.org/10.1007/s00521-025-11125-5) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Xiang Yue, Kai Qi, Xinyi Na et al. | 11 | cites it |
| 2026-02-22 | [Lightweight modal-guided cross-attention fusion network for visible-infrared object detection](https://doi.org/10.1016/j.patcog.2026.113350) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Wencong Wu, Hongxi Zhang, Xiuwei Zhang et al. | 11 | cites it |
| 2025-01-10 | [Vision–language pre-training for graph-based handwritten mathematical expression recognition](https://doi.org/10.1016/j.patcog.2025.111346) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Hong-Yu Guo, Chuang Wang, Fei Yin et al. | 10 | cites it |
| 2022-12-07 | [Learning task-specific discriminative representations for multiple object tracking](https://doi.org/10.1007/s00521-022-08079-3) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Han Wu, Jiahao Nie, Ziming Zhu et al. | 9 | cites it |
| 2023-10-31 | [Hiding from infrared detectors in real world with adversarial clothes](https://doi.org/10.1007/s10489-023-05102-5) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Xiaopei Zhu, Zhanhao Hu, Siyuan Huang et al. | 9 | cites it |
| 2025-01-20 | [Sine and cosine based learning rate for gradient descent method](https://doi.org/10.1007/s10489-025-06235-5) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Krutika Verma, Abyayananda Maiti | 9 | cites it |
| 2025-06-17 | [OCCO: LVM-Guided Infrared and Visible Image Fusion Framework Based on Object-Aware and Contextual Contrastive Learning](https://doi.org/10.1007/s11263-025-02507-2) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Hui Li, Congcong Bian, Zeyang Zhang et al. | 8 | cites it |
| 2023-12-15 | [Bi-AFN++CA: Bi-directional adaptive fusion network combining context augmentation for small object detection](https://doi.org/10.1007/s10489-023-05216-w) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Hongying Zhang, Enyao Chen | 7 | cites it |
| 2024-01-10 | [AlignYOLO: A feature-aligned network for object detection](https://doi.org/10.1016/j.eswa.2024.123218) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Hao Li, Changming Song, Dongxu Cheng et al. | 7 | cites it |
| 2025-05-04 | [A lightweight cross-axis semantic interaction network with receptive-field-based attention for industrial surface defect detection](https://doi.org/10.1016/j.eswa.2025.127949) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Xuening Li, Yan Xu, Zhong Ji et al. | 7 | cites it |
| 2025-10-29 | [LigTomDet: Knowledge distillation in a new lightweight tomato disease detection model in planting fields](https://doi.org/10.1016/j.patcog.2025.112628) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Hao Sun, Rui Fu, Dae-Ki Kang | 7 | cites it |
| 2022-04-23 | [A low latency traffic sign detection model with an automatic data labeling pipeline](https://doi.org/10.1007/s00521-022-07253-x) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Jiapeng Luo, Zhongfeng Wang | 6 | cites it |
| 2024-11-13 | [Learning to Detect Novel Species with SAM in the Wild](https://doi.org/10.1007/s11263-024-02234-0) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Garvita Allabadi, Ana Lucic, Yu-Xiong Wang et al. | 6 | cites it |
| 2024-12-07 | [PanicleDet: a deep learning-based model for detection of panicle stages in paddy](https://doi.org/10.1007/s00521-024-10746-6) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Himanshushekhar Chaurasia, Alka Arora, Dhandapani Raju et al. | 6 | cites it |
| 2025-03-24 | [TopView: vectorising road users in a bird’s eye view from uncalibrated street-level imagery with deep learning](https://doi.org/10.1007/s00521-025-11152-2) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Mohamed R. Ibrahim | 6 | cites it |
| 2025-07-04 | [Human detection in UAV imagery using deep learning: a review](https://doi.org/10.1007/s00521-025-11446-5) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Débora Paula Simões, Henrique Cândido de Oliveira, Salvatore Marsico et al. | 6 | cites it |
| 2025-07-15 | [A design-guided industrial defect detection method with enhanced camouflaged defect identification](https://doi.org/10.1016/j.eswa.2025.128996) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Zican Hu, Jiaxiang Luo, Zixuan Hong et al. | 6 | cites it |
| 2025-10-24 | [SADet: A semantic-aware tiny object detection network against missed detection](https://doi.org/10.1016/j.patcog.2025.112624) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Xiaohan Zhang, Dongqi Yuan, Yihan Hu et al. | 6 | cites it |

## How this is measured

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

## Cite this page

Scholar4AI. (2026). ultralytics/yolov5: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/github-ultralytics-yolov5

```bibtex
@misc{scholar4ai-code-github-ultralytics-yolov5,
  author = {{Scholar4AI}},
  title = {ultralytics/yolov5: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/github-ultralytics-yolov5}},
  urldate = {2026-11-03},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).