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Purdue-M2 avatar

Purdue-M2/Fairness-Generalization

0
View on GitHub↗
63 stars·4 forks·Python·MIT·9 views

Fairness Generalization

Li Lin, Xinan He, Yan Ju, Xin Wang, Feng Ding, and Shu Hu

Features

  • Detection Models - Framework for preserving fairness in deepfake detection models.
  • Fairness and Bias Mitigation - Improves fairness generalization in forgery detection models.

Star history

Star history chart for purdue-m2/fairness-generalizationStar history chart for purdue-m2/fairness-generalization

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with Fairness Generalization

These projects share indexed features with Fairness Generalization. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • aakash4305/gbdfaakash4305 avatar

    aakash4305/GBDF

    11View on GitHub↗

    A publicly available gender-balanced annotated deepfake dataset, GBDF, from FaceForensics++ (FF++), Celeb-DF, and Deeper Forensics-1.0 consisting of 10,000 live and fake videos generated using different identity and expression swapping deepfake generation techniques. The dataset consist of…

    View on GitHub↗11
  • cfeng16/audio-visual-forensicscfeng16 avatar

    cfeng16/audio-visual-forensics

    112View on GitHub↗

    Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng, Ziyang Chen, Andrew Owens University of Michigan, Ann Arbor

    Python
    View on GitHub↗112
  • chuangchuangtan/lgradchuangchuangtan avatar

    chuangchuangtan/LGrad

    116View on GitHub↗

    Beijing Jiaotong University, YanShan University

    Python
    View on GitHub↗116
  • 10ring/laa-net10Ring avatar

    10Ring/LAA-Net

    179View on GitHub↗

    This is an official implementation for LAA-Net! Paper

    Python
    View on GitHub↗179
Compare all 27 related projects→

Frequently asked questions

What does purdue-m2/fairness-generalization do?

Li Lin, Xinan He, Yan Ju, Xin Wang, Feng Ding, and Shu Hu

What are the main features of purdue-m2/fairness-generalization?

The main features of purdue-m2/fairness-generalization are: Detection Models, Fairness and Bias Mitigation.

Which projects share features with purdue-m2/fairness-generalization?

Projects with overlapping indexed features include: aakash4305/gbdf — A publicly available gender-balanced annotated deepfake dataset, GBDF, from FaceForensics++ (FF++), Celeb-DF, and… cfeng16/audio-visual-forensics — Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng, Ziyang Chen, Andrew Owens University of… chuangchuangtan/lgrad — Beijing Jiaotong University, YanShan University. chuangchuangtan/npr-deepfakedetection — Beijing Jiaotong University, YanShan University, A*Star. crywang/rfm — This repository contains the Pytorch implementation of Representative Forgery Mining for Fake Face Detection. If you… 10ring/laa-net — This is an official implementation for LAA-Net! [Paper].