---
title: "facebookresearch/detectron2: papers citing it"
description: "52 papers in the tracked journals link to the GitHub repository facebookresearch/detectron2 in their Crossref records, the first in 2021; most of them (16) in 2025."
url: https://scholar4ai.com/code/github-facebookresearch-detectron2
markdown_url: https://scholar4ai.com/code/github-facebookresearch-detectron2.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "52 papers in the tracked journals link to the GitHub repository facebookresearch/detectron2 in their Crossref records, the first in 2021; most of them (16) 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)
---

# facebookresearch/detectron2: papers linking to it

Research papers in the 480 tracked journals that link to facebookresearch/detectron2 (https://github.com/facebookresearch/detectron2), 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
- 34,965 stars
- 7,935 forks
- Python
- license Apache-2.0
- created 2019
- https://github.com/facebookresearch/detectron2

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

## Key findings

- 52 papers in the tracked journals link to the GitHub repository facebookresearch/detectron2 in their Crossref records, the first in 2021; most of them (16) in 2025.
- By category: AI (49), Economics (1) and Marketing (1); the journals with the most are International Journal of Computer Vision (15), Pattern Recognition (8) and Expert Systems with Applications (6).
- 4 of the papers build on one another: a later paper cites an earlier one that also links facebookresearch/detectron2.

## By year

*Papers linking to facebookresearch/detectron2 by publication year*

| Year | Papers |
|---|---:|
| 2021 | 4 |
| 2022 | 9 |
| 2023 | 6 |
| 2024 | 3 |
| 2025 | 16 |
| 2026 | 14 |

## Journals

*Journals whose papers link to facebookresearch/detectron2 most*

| Journal | Papers |
|---|---:|
| [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 15 |
| [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 8 |
| [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 6 |
| [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 5 |
| [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 5 |

## Family tree

Each paper sits under the earlier paper it builds on.

- [DESC: Domain Adaptation for Depth Estimation via Semantic Consistency](https://doi.org/10.1007/s11263-022-01718-1) (International Journal of Computer Vision, 2022)
  - [Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data](https://doi.org/10.1007/s11263-022-01726-1) (International Journal of Computer Vision, 2022) — cites the paper above
- [Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow](https://doi.org/10.1007/s11263-023-01875-x) (International Journal of Computer Vision, 2023)
  - [EdgeSAM: Prompt-In-the-Loop Distillation for SAM](https://doi.org/10.1007/s11263-025-02562-9) (International Journal of Computer Vision, 2025) — cites the paper above

## Papers

*Papers linking to facebookresearch/detectron2, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2022-05-25 | [A Survey on Long-Tailed Visual Recognition](https://doi.org/10.1007/s11263-022-01622-8) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Lu Yang, He Jiang, Qing Song et al. | 169 | cites it |
| 2021-12-29 | [Applying machine learning and google street view to explore effects of drivers’ visual environment on traffic safety](https://doi.org/10.1016/j.trc.2021.103541) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | Qing Cai, Mohamed A. Abdel-Aty, Ou Zheng et al. | 93 | cites it |
| 2023-09-07 | [Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow](https://doi.org/10.1007/s11263-023-01875-x) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Xiangtai Li, Jiangning Zhang, Yibo Yang et al. | 72 | cites it |
| 2022-12-21 | [Control Distance IoU and Control Distance IoU Loss for Better Bounding Box Regression](https://doi.org/10.1016/j.patcog.2022.109256) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Dong Chen, Miao Duoqian | 57 | cites it |
| 2022-12-15 | [DESC: Domain Adaptation for Depth Estimation via Semantic Consistency](https://doi.org/10.1007/s11263-022-01718-1) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Adrian Lopez-Rodriguez, Krystian Mikolajczyk | 44 | cites it |
| 2022-09-20 | [Scene Reconstruction with Functional Objects for Robot Autonomy](https://doi.org/10.1007/s11263-022-01670-0) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Muzhi Han, Zeyu Zhang, Ziyuan Jiao et al. | 29 | cites it |
| 2025-09-02 | [EdgeSAM: Prompt-In-the-Loop Distillation for SAM](https://doi.org/10.1007/s11263-025-02562-9) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Chong Zhou, Xiangtai Li, Chen Change Loy et al. | 25 | cites it |
| 2022-12-16 | [Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data](https://doi.org/10.1007/s11263-022-01726-1) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Adrian Lopez-Rodriguez, Benjamin Busam, Krystian Mikolajczyk | 24 | cites it |
| 2022-06-29 | [Deep learning-based localization and segmentation of wrist fractures on X-ray radiographs](https://doi.org/10.1007/s00521-022-07510-z) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Deepa Joshi, Thipendra P. Singh, Anil Kumar Joshi | 23 | cites it |
| 2024-08-31 | [Systematic Evaluation of Uncertainty Calibration in Pretrained Object Detectors](https://doi.org/10.1007/s11263-024-02219-z) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Denis Huseljic, Marek Herde, Paul Hahn et al. | 21 | cites it |
| 2025-01-04 | [A data-centric framework for combating domain shift in underwater object detection with image enhancement](https://doi.org/10.1007/s10489-024-06224-0) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Lukas Folkman, Kylie Anne Pitt, Bela Stantić | 21 | cites it |
| 2026-10-26 | [Inst-Inpaint: Instructing to Remove Objects with Diffusion Models](https://doi.org/10.1007/s11263-026-03110-9) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Ahmet Burak Yildirim, Vedat Baday, Erkut Erdem et al. | 21 | cites it |
| 2025-01-09 | [Revolutionizing online shopping with FITMI: a realistic virtual try-on solution](https://doi.org/10.1007/s00521-024-10843-6) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Tassneam M. Samy, Beshoy I. Asham, Salwa O. Slim et al. | 19 | cites it |
| 2023-01-25 | [Enhancing egocentric 3D pose estimation with third person views](https://doi.org/10.1016/j.patcog.2023.109358) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Ameya Dhamanaskar, Mariella Dimiccoli, Enric Corona et al. | 18 | cites it |
| 2025-03-19 | [Fully Decoupled End-to-End Person Search: An Approach without Conflicting Objectives](https://doi.org/10.1007/s11263-025-02407-5) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Pengcheng Zhang, Xiaohan Yu, Bai Xiao et al. | 16 | cites it |
| 2021-12-28 | [Mask encoding: A general instance mask representation for object segmentation](https://doi.org/10.1016/j.patcog.2021.108505) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Rufeng Zhang, Tao Kong, Xinlong Wang et al. | 15 | cites it |
| 2021-11-24 | [Human object interaction detection using two-direction spatial enhancement and exclusive object prior](https://doi.org/10.1016/j.patcog.2021.108438) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Lu Liu, Robby T. Tan | 13 | cites it |
| 2025-07-16 | [DiffusionEngine: Diffusion model is scalable data engine for object detection](https://doi.org/10.1016/j.patcog.2025.112141) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Manlin Zhang, Jie Wu, Yuxi Ren et al. | 13 | cites it |
| 2023-03-01 | [DeepActsNet: A deep ensemble framework combining features from face, hands, and body for action recognition](https://doi.org/10.1016/j.patcog.2023.109484) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Umar Asif, Deval Samirbhai Mehta, Stefan von Cavallar et al. | 12 | cites it |
| 2025-04-28 | [Localization and classification of abnormalities on chest X-ray images using a Mamba-YOLOvX model](https://doi.org/10.1016/j.eswa.2025.127929) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Ebrahim Khalili, Daniel Morillo, Blanca Priego et al. | 11 | cites it |
| 2021-04-08 | [Unreal mask: one-shot multi-object class-based pose estimation for robotic manipulation using keypoints with a synthetic dataset](https://doi.org/10.1007/s00521-020-05644-6) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Seyed Hassan Zabihifar, Aleksandr Semochkin, E. V. Seliverstova et al. | 8 | cites it |
| 2022-02-04 | [Accelerating neural network training with distributed asynchronous and selective optimization (DASO)](https://doi.org/10.1186/s40537-021-00556-1) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Daniel Coquelin, Charlotte Debus, Markus Götz et al. | 7 | cites it |
| 2023-08-14 | [Adversarial Coreset Selection for Efficient Robust Training](https://doi.org/10.1007/s11263-023-01860-4) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Hadi M. Dolatabadi, Sarah Erfani, Christopher A. Leckie | 7 | cites it |
| 2023-12-16 | [Multi-view and multi-augmentation for self-supervised visual representation learning](https://doi.org/10.1007/s10489-023-05163-6) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Van Nhiem Tran, Chi-En Huang, Shen-Hsuan Liu et al. | 7 | cites it |
| 2022-09-13 | [Breathing new life into death certificates: Extracting handwritten cause of death in the LIFE-M project](https://doi.org/10.1016/j.eeh.2022.101474) | [Explorations in Economic History](https://scholar4ai.com/journals/explorations-in-economic-history.md) | Martha Jane Bailey, Susan Leonard, Joseph Price et al. | 6 | cites it |
| 2023-10-31 | [A broader study of cross-domain few-shot object detection](https://doi.org/10.1007/s10489-023-05082-6) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Liangbing Sa, Chongchong Yu, Zhaorui Hong et al. | 6 | cites it |
| 2024-08-16 | [Masked Channel Modeling for Bootstrapping Visual Pre-training](https://doi.org/10.1007/s11263-024-02204-6) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Yang Liu, Xinlong Wang, Muzhi Zhu et al. | 6 | cites it |
| 2024-10-19 | [On the Generalization and Causal Explanation in Self-Supervised Learning](https://doi.org/10.1007/s11263-024-02263-9) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Wenwen Qiang, Zeen Song, Ziyin Gu et al. | 4 | cites it |
| 2025-06-14 | [Automated high-resolution microscopy for clinker analysis: A divide-and-conquer deep learning approach with mask R-CNN and PCA for alite measurement](https://doi.org/10.1016/j.eswa.2025.128552) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Isaac Emanuel Costa De Andrade, Renê Michel Santana Padilha, Rosineide Fernando da Paz et al. | 4 | cites it |
| 2026-01-10 | [MambaFPN: A SSM-based feature pyramid network for object detection](https://doi.org/10.1016/j.neunet.2026.108544) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Le Liang, Cheng Wang, Lefei Zhang | 4 | cites it |
| 2025-02-19 | [Transfer learning with pre-trained conditional generative models](https://doi.org/10.1007/s10994-025-06748-7) | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | Shin’ya Yamaguchi, Sekitoshi Kanai, Atsutoshi Kumagai et al. | 3 | cites it |
| 2025-10-17 | [FeDi: Feature disentanglement for self-supervised learning](https://doi.org/10.1016/j.patcog.2025.112619) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Jeong Ryong Lee, Geonhui Son, Dosik Hwang | 3 | cites it |
| 2025-07-07 | [TransVFC: A transformable video feature compression framework for machines](https://doi.org/10.1016/j.patcog.2025.112091) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Yuxiao Sun, Yao Zhao, Meiqin Liu et al. | 2 | cites it |
| 2025-10-17 | [Gradient-aware knowledge distillation: Tackling gradient insensitivity through teacher guided gradient scaling](https://doi.org/10.1016/j.neunet.2025.108229) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Nianwen Si, Hao Zhang, Wenlin Zhang et al. | 2 | cites it |
| 2025-11-01 | [Corner Sparse R-CNN for Pedestrian Detection in Dense Scenes](https://doi.org/10.1007/s10489-025-06984-3) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Jun Wang, Cong Wu, Lei Wan et al. | 2 | cites it |
| 2025-12-19 | [Hunting for the unknown: Open world object detection from a class-agnostic perspective](https://doi.org/10.1016/j.neunet.2025.108501) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Jing Wang, Yonghua Cao, Zhanqiang Huo et al. | 2 | cites it |
| 2026-04-07 | [Catch Me If You Can Describe Me: Open-Vocabulary Camouflaged Instance Segmentation with Diffusion](https://doi.org/10.1007/s11263-026-02804-4) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Tuan-Anh Vu, Duc Thanh Nguyen, Qing Guo et al. | 2 | cites it |
| 2022-09-21 | [Recurrent self-optimizing proposals for weakly supervised object detection](https://doi.org/10.1007/s00521-022-07818-w) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Ming Zhang, Bing Zeng | 1 | cites it |
| 2025-01-01 | [ScoreCL: augmentation-adaptive contrastive learning via score-matching function](https://doi.org/10.1007/s10994-024-06707-8) | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | Jin Young Kim, Soonwoo Kwon, Hyojun Go et al. | 1 | cites it |
| 2026-02-04 | [Relaxed Knowledge Distillation](https://doi.org/10.1007/s11263-025-02705-y) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Zheng Qu, Xiwen Yao, Xuguang Yang et al. | 1 | cites it |
| 2026-03-26 | [The dynamic effects of visual complexity and scene cuts on viewer attention](https://doi.org/10.1007/s11747-025-01137-x) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | Sammy Floyd Wals, Dhruv Grewal, Ines Wilms et al. | 1 | cites it |
| 2026-04-01 | [Floating waste detection using deep learning: a comparative study of YOLO, RT-DETR, and faster R-CNN](https://doi.org/10.1007/s00521-026-12051-w) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury, Jawad-Ul Kabir Chowdhury et al. | 1 | cites it |
| 2026-05-29 | [Continual test-time adaptation for object detection with adaptive monitoring and randomized restoration](https://doi.org/10.1016/j.eswa.2026.133055) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Shilei Cao, Juepeng Zheng, Yan Liu et al. | 1 | cites it |
| 2025-04-04 | [Federated fine-grained prompts for vision-language models based on open-vocabulary object detection](https://doi.org/10.1007/s10489-025-06527-w) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Yu Li | 0 | cites it |
| 2025-08-30 | [A Dual-Matching Framework for Visual Entity Linking Enhanced by Large Language Models](https://doi.org/10.1016/j.knosys.2025.114348) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Dijing Pan, Runhe Qiu, Xueqin Jiang et al. | 0 | cites it |
| 2026-01-29 | [Rewarding fine-grained image captioning with keyword group contrastive](https://doi.org/10.1016/j.eswa.2026.131405) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Kailiang Ye, Zheng Lu, Linlin Shen et al. | 0 | cites it |
| 2026-03-08 | [Semi-supervised medical image lesion detection based on multi-head feature fusion](https://doi.org/10.1016/j.knosys.2026.115618) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Zhenghua Xu, Hexiang Zhang, Runhe Yang et al. | 0 | cites it |
| 2026-03-27 | [Gradient-informed MBO with constraint-aware graph refinement network for privacy-preserving federated mask R-CNN segmentation (GIMBO-CAGRN-FL)](https://doi.org/10.1016/j.eswa.2026.132185) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Pellakuri Vidyullatha, Iacovos I. Ioannou, GS Pradeep Ghantasala et al. | 0 | cites it |
| 2026-04-08 | [STG-Nav: Incorporating STG with LLM-based semantic reasoning for zero-shot object goal navigation](https://doi.org/10.1016/j.eswa.2026.132309) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Huei‐Yung Lin, Ting-Ting You | 0 | cites it |
| 2026-04-25 | [Heterogeneous model fusion for privacy-aware multi-Camera surveillance via synthetic domain adaptation](https://doi.org/10.1016/j.inffus.2026.104413) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | Peggy Joy Lu, Wei-Yu Chen, Yi-Jen Huang et al. | 0 | cites it |
| 2026-05-15 | [OVFormer+: Improved Open-Vocabulary Video Instance Segmentation via Text-Guided Unified Embedding Alignment](https://doi.org/10.1007/s11263-026-02853-9) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Hao Fang, Xiankai Lu, Henghui Ding et al. | 0 | cites it |
| 2026-05-16 | [Stochastic approximation to contrastive learning](https://doi.org/10.1016/j.neunet.2026.109098) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Erland Brandser Olsson, Zhirong Yang | 0 | 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). facebookresearch/detectron2: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/github-facebookresearch-detectron2

```bibtex
@misc{scholar4ai-code-github-facebookresearch-detectron2,
  author = {{Scholar4AI}},
  title = {facebookresearch/detectron2: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/github-facebookresearch-detectron2}},
  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/).