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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
[CSUR 2026] A Survey on Deepfake Generation and Detection
| Date | Stars |
|---|---|
| 2026-07-24 | 642 |
| 2026-07-25 | 642 |
| 2026-07-28 | 642 |
| 2026-07-30 | 642 |
| 2026-08-06 | 642 |
Today
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growth rate 0.00%/day
<p align="center">
<a href="https://arxiv.org/abs/2403.17881">
<img width="765" alt="image" src="assets/title.png">
</a>
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<a href="https://scholar.google.com.hk/citations?user=1yhGS5sAAAAJ&hl=zh-CN"><strong>Gan Pei <sup>1</sup><sup>*</sup></strong></a>
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<a href="https://zhangzjn.github.io/"><strong>Jiangning Zhang <sup>2</sup><sup>*</sup></strong></a>
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<a href="https://scholar.google.com.hk/citations?user=8-Vo9cUAAAAJ&hl=zh-CN"><strong>Menghan Hu<sup>1</sup><sup>#</sup></strong></a>
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<a href="https://scholar.google.com.hk/citations?hl=zh-CN&user=4daxK2AAAAAJ"><strong>Zhenyu Zhang<sup>3</sup></strong></a>
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<a href="https://scholar.google.com.hk/citations?hl=zh-CN&user=fqte5H4AAAAJ"><strong>Chengjie Wang<sup>4</sup></strong></a>
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<a href="https://github.com/flyingby/Awesome-Deepfake-Generation-and-Detection"><strong>Yunsheng Wu<sup>4</sup></strong></a>.
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<a href="https://scholar.google.com.hk/citations?user=E6zbSYgAAAAJ&hl=zh-CN"><strong>Guangtao Zhai<sup>5</sup></strong></a>
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<a href="https://scholar.google.com.hk/citations?hl=zh-CN&user=6CIDtZQAAAAJ"><strong>Jian Yang<sup>3</sup></strong></a>
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<a href="https://scholar.google.com.hk/citations?user=RwlJNLcAAAAJ&hl=zh-CN&oi=ao"><strong>Dacheng Tao<sup>6</sup></strong></a>
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<p align="center">
<strong><sup>1</sup>East China Normal University</strong> <strong><sup>2</sup>Zhejiang University</strong> <strong><sup>3</sup>Nanjing University</strong> <strong><sup>4</sup>Tencent Youtu Lab</strong>
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<strong><sup>5</sup>Shanghai Jiao Tong University</strong> <strong><sup>6</sup>Nanyang Technological University</strong>
<p align="center">
<a href='https://dl.acm.org/doi/abs/10.1145/3801962'>
<strong><sup></sup>ACM Computing Surveys 2026</strong>
</a>
<p align="center">
<a href='https://arxiv.org/abs/2403.17881'>
<img src='https://img.shields.io/badge/arXiv-PDF-green?style=flat&logo=arXiv&logoColor=green' alt='arXiv PDF'>
</a>
# We research Deepfake Generation and Detection
This work focuses on the aspect of facial manipulation in Deepfake, encompassing **Face Swapping**, **Face Reenactment**, **Talking Face Generation**, **Face Attribute Editing** and **Forgery Detection**. We believe this will be the most comprehensive survey to date on facial manipulation and detection technologies. Please stay tuned!😉😉😉
### ✨You are welcome to provide us your work with a topic related to deepfake generation or detection!!!
If you discover any missing work or have any suggestions, please feel free to submit a [pull request](https://github.com/flyingby/Awesome-Deepfake-Generation-and-Detection/issues) or [contact us](#contact). We will promptly add the missing papers to this repository.
### ✨Highlight!!!
[1] A comprehensive survey for visual Deepfake, including Deepfake generation/detection.
[2] It also contains several related domains, including Heas Swapping, Face Super-resolution, Face Reconstruction, Face Inpainting, Body Animation, Portrait Style Transfer, Makeup Transfer and Adversarial Sample Detection.
[3] We list detailed results for the most representative works.
### ✨Survey pipeline
<img src="assets/pipeline.png" width.="1000px">
## Introduction
This work presents a detailed survey on generation and detection tasks about face-related generation, including **Face Swapping**, **Face Reenactment**, **Talking Face Generation**, and **Face Attribute Editing**. In addition, we also introduce several related fields such as Head Swap, Face Super-resolution, Face Reconstruction, Face Inpainting, etc., and select some of them to expand.
</p>
<img src="assets/task.png" width.="1000px">
## Summary of Contents
- [Introduction](#introduction)
- [Summary of Contents](#summary-of-contents)
- [Methods: A Survey](#methods-a-survey)
- [Face SwappExcerpt of 115,345 characters
Read on GitHub
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matched fp:616d6ae30dca7bdf, topic:talking-head