facebookresearch/detectron2: papers linking to it

GitHub · 34,965 stars · 7,935 forks · Python · license Apache-2.0 · created 2019 · github.com/facebookresearch/detectron2

← Code and data repositories cited in research papers

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.

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#

20212026

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	15
Pattern Recognition	8
Expert Systems with Applications	6
Applied Intelligence	5
Neural Computing and Applications	5

Family tree#

Each paper sits under the earlier paper it builds on; papers that cite no other paper here start a branch of their own.

DESC: Domain Adaptation for Depth Estimation via Semantic Consistency International Journal of Computer Vision, 2022
- Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data International Journal of Computer Vision, 2022 — cites the paper above
Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow International Journal of Computer Vision, 2023
- EdgeSAM: Prompt-In-the-Loop Distillation for SAM International Journal of Computer Vision, 2025 — cites the paper above

Papers linking to facebookresearch/detectron2, most cited first
Published	Title	Journal	Authors	Citations	Link
2022-05-25	A Survey on Long-Tailed Visual Recognition	International Journal of Computer Vision	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	Transportation Research Part C Emerging Technologies	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	International Journal of Computer Vision	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	Pattern Recognition	Dong Chen, Miao Duoqian	57	cites it
2022-12-15	DESC: Domain Adaptation for Depth Estimation via Semantic Consistency	International Journal of Computer Vision	Adrian Lopez-Rodriguez, Krystian Mikolajczyk	44	cites it
2022-09-20	Scene Reconstruction with Functional Objects for Robot Autonomy	International Journal of Computer Vision	Muzhi Han, Zeyu Zhang, Ziyuan Jiao et al.	29	cites it
2025-09-02	EdgeSAM: Prompt-In-the-Loop Distillation for SAM	International Journal of Computer Vision	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	International Journal of Computer Vision	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	Neural Computing and Applications	Deepa Joshi, Thipendra P. Singh, Anil Kumar Joshi	23	cites it
2024-08-31	Systematic Evaluation of Uncertainty Calibration in Pretrained Object Detectors	International Journal of Computer Vision	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	Applied Intelligence	Lukas Folkman, Kylie Anne Pitt, Bela Stantić	21	cites it
2026-10-26	Inst-Inpaint: Instructing to Remove Objects with Diffusion Models	International Journal of Computer Vision	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	Neural Computing and Applications	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	Pattern Recognition	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	International Journal of Computer Vision	Pengcheng Zhang, Xiaohan Yu, Bai Xiao et al.	16	cites it
2021-12-28	Mask encoding: A general instance mask representation for object segmentation	Pattern Recognition	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	Pattern Recognition	Lu Liu, Robby T. Tan	13	cites it
2025-07-16	DiffusionEngine: Diffusion model is scalable data engine for object detection	Pattern Recognition	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	Pattern Recognition	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	Expert Systems with Applications	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	Neural Computing and Applications	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)	Journal Of Big Data	Daniel Coquelin, Charlotte Debus, Markus Götz et al.	7	cites it
2023-08-14	Adversarial Coreset Selection for Efficient Robust Training	International Journal of Computer Vision	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	Applied Intelligence	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	Explorations in Economic History	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	Applied Intelligence	Liangbing Sa, Chongchong Yu, Zhaorui Hong et al.	6	cites it
2024-08-16	Masked Channel Modeling for Bootstrapping Visual Pre-training	International Journal of Computer Vision	Yang Liu, Xinlong Wang, Muzhi Zhu et al.	6	cites it
2024-10-19	On the Generalization and Causal Explanation in Self-Supervised Learning	International Journal of Computer Vision	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	Expert Systems with Applications	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	Neural Networks	Le Liang, Cheng Wang, Lefei Zhang	4	cites it
2025-02-19	Transfer learning with pre-trained conditional generative models	Machine Learning	Shin’ya Yamaguchi, Sekitoshi Kanai, Atsutoshi Kumagai et al.	3	cites it
2025-10-17	FeDi: Feature disentanglement for self-supervised learning	Pattern Recognition	Jeong Ryong Lee, Geonhui Son, Dosik Hwang	3	cites it
2025-07-07	TransVFC: A transformable video feature compression framework for machines	Pattern Recognition	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	Neural Networks	Nianwen Si, Hao Zhang, Wenlin Zhang et al.	2	cites it
2025-11-01	Corner Sparse R-CNN for Pedestrian Detection in Dense Scenes	Applied Intelligence	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	Neural Networks	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	International Journal of Computer Vision	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	Neural Computing and Applications	Ming Zhang, Bing Zeng	1	cites it
2025-01-01	ScoreCL: augmentation-adaptive contrastive learning via score-matching function	Machine Learning	Jin Young Kim, Soonwoo Kwon, Hyojun Go et al.	1	cites it
2026-02-04	Relaxed Knowledge Distillation	International Journal of Computer Vision	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	Journal of the Academy of Marketing Science	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	Neural Computing and Applications	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	Expert Systems with Applications	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	Applied Intelligence	Yu Li	0	cites it
2025-08-30	A Dual-Matching Framework for Visual Entity Linking Enhanced by Large Language Models	Knowledge-Based Systems	Dijing Pan, Runhe Qiu, Xueqin Jiang et al.	0	cites it
2026-01-29	Rewarding fine-grained image captioning with keyword group contrastive	Expert Systems with Applications	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	Knowledge-Based Systems	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)	Expert Systems with Applications	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	Expert Systems with Applications	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	Information Fusion	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	International Journal of Computer Vision	Hao Fang, Xiankai Lu, Henghui Ding et al.	0	cites it
2026-05-16	Stochastic approximation to contrastive learning	Neural Networks	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

@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}
}

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