---
title: "huggingface/pytorch-image-models: papers citing it"
description: "23 papers in the tracked journals link to the GitHub repository huggingface/pytorch-image-models in their Crossref records, the first in 2022; most of them (6) in 2025."
url: https://scholar4ai.com/code/github-huggingface-pytorch-image-models
markdown_url: https://scholar4ai.com/code/github-huggingface-pytorch-image-models.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "23 papers in the tracked journals link to the GitHub repository huggingface/pytorch-image-models in their Crossref records, the first in 2022; most of them (6) 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)
---

# huggingface/pytorch-image-models: papers linking to it

Research papers in the 480 tracked journals that link to huggingface/pytorch-image-models (https://github.com/huggingface/pytorch-image-models), 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
- 37,262 stars
- 5,222 forks
- Python
- license Apache-2.0
- created 2019
- https://github.com/huggingface/pytorch-image-models

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

## Key findings

- 23 papers in the tracked journals link to the GitHub repository huggingface/pytorch-image-models in their Crossref records, the first in 2022; most of them (6) in 2025.
- By category: AI (23); the journals with the most are International Journal of Computer Vision (9), Expert Systems with Applications (4) and Knowledge-Based Systems (3).
- 2 of the papers build on one another: a later paper cites an earlier one that also links huggingface/pytorch-image-models.
- Linked repositories derived from it: 1, such as rwightman/pytorch-image-models: v0.8.10dev0 Release.

## By year

*Papers linking to huggingface/pytorch-image-models by publication year*

| Year | Papers |
|---|---:|
| 2022 | 1 |
| 2023 | 6 |
| 2024 | 6 |
| 2025 | 6 |
| 2026 | 4 |

## Journals

*Journals whose papers link to huggingface/pytorch-image-models most*

| Journal | Papers |
|---|---:|
| [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 9 |
| [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 4 |
| [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 3 |
| [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 3 |
| [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 1 |

## Family tree

Each paper sits under the earlier paper it builds on.

- [ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond](https://doi.org/10.1007/s11263-022-01739-w) (International Journal of Computer Vision, 2023)
  - [EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm](https://doi.org/10.1007/s11263-024-02034-6) (International Journal of Computer Vision, 2024) — cites the paper above

## Related repositories

*Linked repositories huggingface/pytorch-image-models derives from or that derive from it*

| Repository | Relation | Papers |
|---|---|---:|
| [rwightman/pytorch-image-models: v0.8.10dev0 Release](https://scholar4ai.com/code/zenodo-4414861.md) | Zenodo archive of huggingface/pytorch-image-models | 19 |

## Papers

*Papers linking to huggingface/pytorch-image-models, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2023-01-12 | [ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond](https://doi.org/10.1007/s11263-022-01739-w) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Qiming Zhang, Yufei Xu, Jing Zhang et al. | 278 | cites it |
| 2024-08-31 | [Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need](https://doi.org/10.1007/s11263-024-02218-0) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Da-Wei Zhou, Zi-Wen Cai, Han-Jia Ye et al. | 176 | cites it |
| 2024-04-02 | [EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm](https://doi.org/10.1007/s11263-024-02034-6) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Jiangning Zhang, Xiangtai Li, Yabiao Wang et al. | 45 | cites it |
| 2022-12-08 | [Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning](https://doi.org/10.1038/s42256-022-00566-5) | [Nature Machine Intelligence](https://scholar4ai.com/journals/nature-machine-intelligence.md) | Justin Engelmann, Alice McTrusty, Ian J. C. MacCormick et al. | 37 | cites it |
| 2023-07-03 | [RADAM: Texture recognition through randomized aggregated encoding of deep activation maps](https://doi.org/10.1016/j.patcog.2023.109802) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Leonardo Felipe dos Santos Scabini, Kallil Zielinski, Lucas C. Ribas et al. | 36 | cites it |
| 2024-06-15 | [CA-MoEiT: Generalizable Face Anti-spoofing via Dual Cross-Attention and Semi-fixed Mixture-of-Expert](https://doi.org/10.1007/s11263-024-02135-2) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Ajian Liu | 33 | cites it |
| 2023-05-02 | [Improved robustness of vision transformers via prelayernorm in patch embedding](https://doi.org/10.1016/j.patcog.2023.109659) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang et al. | 17 | cites it |
| 2024-03-13 | [Softmax-Free Linear Transformers](https://doi.org/10.1007/s11263-024-02035-5) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Jiachen Lu, Junge Zhang, Xiatian Zhu et al. | 15 | cites it |
| 2025-04-27 | [A Closer Look at Benchmarking Self-supervised Pre-training with Image Classification](https://doi.org/10.1007/s11263-025-02402-w) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Markus Marks, Manuel Knott, Neehar Kondapaneni et al. | 10 | cites it |
| 2023-06-09 | [What Limits the Performance of Local Self-attention?](https://doi.org/10.1007/s11263-023-01813-x) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Jingkai Zhou, Pichao Wang, Jiasheng Tang et al. | 9 | cites it |
| 2023-01-01 | [Sequential Architecture-Agnostic Black-Box Attack Design and Analysis](https://doi.org/10.1016/j.patcog.2023.110066) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Furkan Mumcu, Yasin Yılmaz | 6 | cites it |
| 2023-10-06 | [Sampling based spherical transformer for 360 degree image classification](https://doi.org/10.1016/j.eswa.2023.121853) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Sungmin Cho, Raehyuk Jung, Junseok Kwon | 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 |
| 2025-02-14 | [Re-assessing accuracy degradation: a framework for understanding DNN behavior on similar-but-non-identical test datasets](https://doi.org/10.1007/s10994-024-06693-x) | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | Esla Timothy Anzaku, Haohan Wang, Ajiboye R. Babalola et al. | 6 | cites it |
| 2026-02-04 | [Federated vision transformer with adaptive focal loss for medical image classification](https://doi.org/10.1016/j.knosys.2026.115474) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Xinyuan Zhao, Yihang Wu, Ahmad Chaddad et al. | 2 | cites it |
| 2026-02-28 | [Adversarial threats to vision transformers: evaluating robustness beyond CNNs](https://doi.org/10.1007/s00521-025-11734-0) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Ahmed Aldahdooh, Wassim Hamidouche, Olivier Déforges A | 2 | cites it |
| 2024-12-12 | [Classification of the lunar surface pattern by AI architectures: does AI see a rabbit in the Moon?](https://doi.org/10.1007/s00146-024-02145-1) | [AI & Society](https://scholar4ai.com/journals/ai-society.md) | Daigo Shoji | 1 | cites it |
| 2025-02-05 | [Towards Boosting Out-of-Distribution Detection from a Spatial Feature Importance Perspective](https://doi.org/10.1007/s11263-025-02347-0) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Yao Tai Zhu, Xiu Jackie Yan, Chuanlong Xie | 1 | cites it |
| 2025-07-24 | [MADViT: A vision transformer-based multilayer distillation framework for explainable anomaly detection in aerial imagery](https://doi.org/10.1016/j.eswa.2025.129166) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Manoj Kumar Balwant, S. Mishra, Rajiv Misra | 1 | cites it |
| 2025-10-04 | [Objectness scan for efficient vision Mamba](https://doi.org/10.1016/j.knosys.2025.114573) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Kai Zhang, Xia Yuan, Chunxia Zhao | 0 | cites it |
| 2025-11-22 | [Label co-occurrence guided hash for multi-label image retrieval](https://doi.org/10.1016/j.eswa.2025.130505) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Xi Zhang, Yongqiang Xie, Wang Xiu et al. | 0 | cites it |
| 2026-04-25 | [Mult-Pool Self Attention: a lightweight attention with linear complexity](https://doi.org/10.1016/j.knosys.2026.116082) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Seyed Mohammad Hatefi, Hossein Mahvash Mohammadi, Hamidreza Baradaran Kashani | 0 | cites it |
| 2026-06-06 | [Dual-Image vision–language framework with expert knowledge for automated fine-grained mint-state coin grading](https://doi.org/10.1016/j.eswa.2026.133156) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Melaku N. Getahun, Dmitry Anikin, Alexander Shmatok et al. | 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). huggingface/pytorch-image-models: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/github-huggingface-pytorch-image-models

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