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AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark
v1v2v3 (latest)

AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark

2 June 2024
Li Lin
Santosh
Xin Eric Wang
Shu Hu
Shu Hu
    EGVM
ArXiv (abs)PDFHTML

Papers citing "AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark"

50 / 93 papers shown
Are Detectors Fair to Indian IP-AIGC? A Cross-Generator Study
Are Detectors Fair to Indian IP-AIGC? A Cross-Generator Study
Vishal Dubey
Pallavi Tyagi
128
0
0
02 Dec 2025
SynthGuard: An Open Platform for Detecting AI-Generated Multimedia with Multimodal LLMs
SynthGuard: An Open Platform for Detecting AI-Generated Multimedia with Multimodal LLMs
Shail Desai
Aditya Pawar
Li Lin
X. Wang
Shu Hu
98
0
0
16 Nov 2025
Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection
Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection
Tianxiang Zhang
Peipeng Yu
Zhihua Xia
Longchen Dai
Xiaoyu Zhou
Hui Gao
179
0
0
15 Nov 2025
Reliable and Reproducible Demographic Inference for Fairness in Face Analysis
Reliable and Reproducible Demographic Inference for Fairness in Face Analysis
Alexandre Fournier-Montgieux
Hervé Le Borgne
Adrian Daniel Popescu
B. Luvison
97
0
0
23 Oct 2025
Fit for Purpose? Deepfake Detection in the Real World
Fit for Purpose? Deepfake Detection in the Real World
Guangyu Lin
Li Lin
Christina P. Walker
Daniel S. Schiff
Shu Hu
183
1
0
18 Oct 2025
Local MAP Sampling for Diffusion Models
Local MAP Sampling for Diffusion Models
Shaorong Zhang
Rob Brekelmans
Greg Ver Steeg
147
1
0
07 Oct 2025
LaTo: Landmark-tokenized Diffusion Transformer for Fine-grained Human Face Editing
LaTo: Landmark-tokenized Diffusion Transformer for Fine-grained Human Face Editing
Zhenghao Zhang
Ziying Zhang
Junchao Liao
Xiangyu Meng
Qiang Hu
Siyu Zhu
Xiaoyun Zhang
Long Qin
Weizhi Wang
141
0
0
30 Sep 2025
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance
Yuchu Jiang
Jian Zhao
Yuchen Yuan
Tianle Zhang
Yao Huang
...
Ya Zhang
Shuicheng Yan
Chi Zhang
Z. He
Xuelong Li
SILM
460
3
0
12 Aug 2025
Rethinking Individual Fairness in Deepfake Detection
Rethinking Individual Fairness in Deepfake Detection
Aryana Hou
Li Lin
Justin Li
Shu Hu
233
1
0
18 Jul 2025
Preserving AUC Fairness in Learning with Noisy Protected Groups
Preserving AUC Fairness in Learning with Noisy Protected Groups
Mingyang Wu
Li Lin
Wenbin Zhang
Xin Wang
Zhenhuan Yang
Shu Hu
NoLa
384
5
0
24 May 2025
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention
Jiangling Zhang
Weijie Zhu
Jirui Huang
Yaxiong Chen
298
0
0
12 May 2025
Improving Generalization of Medical Image Registration Foundation Model
Improving Generalization of Medical Image Registration Foundation Model
Jing Hu
Kaiwei Yu
Hongjiang Xian
Shu Hu
Xin Wang
MedIm
272
2
0
10 May 2025
Robust Fairness Vision-Language Learning for Medical Image Analysis
Robust Fairness Vision-Language Learning for Medical Image Analysis
Sparsh Bansal
Mingyang Wu
Xin Wang
S. Hu
VLM
392
1
0
06 May 2025
Robust AI-Generated Face Detection with Imbalanced Data
Robust AI-Generated Face Detection with Imbalanced Data
Yamini Sri Krubha
Aryana Hou
Braden Vester
Web Walker
Xinze Wang
Li Lin
Shu Hu
385
4
0
04 May 2025
LEGION: Learning to Ground and Explain for Synthetic Image Detection
LEGION: Learning to Ground and Explain for Synthetic Image Detection
Hengrui Kang
Siwei Wen
Zichen Wen
Junyan Ye
Weijia Li
...
Baichuan Zhou
Bin Wang
Dahua Lin
Linfeng Zhang
Conghui He
327
32
0
19 Mar 2025
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models
Xinan He
Yue Zhou
Bing Fan
Bin Li
Guopu Zhu
Feng Ding
301
11
0
08 Mar 2025
Challenge Summary U-MedSAM: Uncertainty-aware MedSAM for Medical Image Segmentation
Challenge Summary U-MedSAM: Uncertainty-aware MedSAM for Medical Image Segmentation
Xin Wang
Xiaoyu Liu
Peng Huang
Pu Huang
Shu Hu
Hongtu Zhu
UQCV
429
0
0
20 Jan 2025
OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations
OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations
Caixin Kang
Yubo Chen
Shouwei Ruan
Shiji Zhao
Ruochen Zhang
Jiayi Wang
Shan Fu
Xingxing Wei
CVBM
579
2
0
03 Dec 2024
Fairness in Survival Analysis with Distributionally Robust Optimization
Fairness in Survival Analysis with Distributionally Robust OptimizationJournal of machine learning research (JMLR), 2024
Shu Hu
George H. Chen
245
10
0
31 Aug 2024
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level
  Blending and Spatiotemporal Adapter Tuning
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter TuningComputer Vision and Pattern Recognition (CVPR), 2024
Zhiyuan Yan
Yandan Zhao
Shen Chen
Xinghe Fu
Taiping Yao
Shouhong Ding
Li Yuan
350
39
0
30 Aug 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2024
Jingyun Wang
Guoliang Kang
VLMSSL
480
14
0
13 Aug 2024
DF40: Toward Next-Generation Deepfake Detection
DF40: Toward Next-Generation Deepfake DetectionNeural Information Processing Systems (NeurIPS), 2024
Zhiyuan Yan
Taiping Yao
Shen Chen
Yandan Zhao
Xinghe Fu
...
Donghao Luo
Li Yuan
Chengjie Wang
Shouhong Ding
Yunsheng Wu
286
101
0
19 Jun 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges
Ping Liu
Qiqi Tao
Joey Tianyi Zhou
491
3
0
11 Jun 2024
Preserving Fairness Generalization in Deepfake Detection
Preserving Fairness Generalization in Deepfake Detection
Li Lin
Xinan He
Yan Ju
Xin Eric Wang
Feng Ding
Shu Hu
244
92
0
27 Feb 2024
Detecting Multimedia Generated by Large AI Models: A Survey
Detecting Multimedia Generated by Large AI Models: A Survey
Li Lin
Neeraj Gupta
Yue Zhang
Hainan Ren
Chun-Hao Liu
Feng Ding
Xin Eric Wang
Xin Li
Luisa Verdoliva
Shu Hu
895
89
0
22 Jan 2024
Raising the Bar of AI-generated Image Detection with CLIP
Raising the Bar of AI-generated Image Detection with CLIP
D. Cozzolino
Giovanni Poggi
Riccardo Corvi
Matthias Nießner
L. Verdoliva
VLM
347
141
0
30 Nov 2023
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin ColorIEEE International Conference on Computer Vision (ICCV), 2023
William Thong
Przemyslaw K. Joniak
Alice Xiang
285
26
0
10 Sep 2023
Robustness and Generalizability of Deepfake Detection: A Study with
  Diffusion Models
Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models
Haixu Song
Shiyu Huang
Yinpeng Dong
Weijuan Tu
205
40
0
05 Sep 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models
Llama 2: Open Foundation and Fine-Tuned Chat Models
Hugo Touvron
Louis Martin
Kevin R. Stone
Peter Albert
Amjad Almahairi
...
Sharan Narang
Aurelien Rodriguez
Robert Stojnic
Sergey Edunov
Thomas Scialom
AI4MHALM
8.2K
15,302
0
18 Jul 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection
DeepfakeBench: A Comprehensive Benchmark of Deepfake DetectionNeural Information Processing Systems (NeurIPS), 2023
Zhi Yan
Yong Zhang
Xinhang Yuan
Siwei Lyu
Baoyuan Wu
ELM
275
160
0
04 Jul 2023
Improving Fairness in Deepfake Detection
Improving Fairness in Deepfake DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Yan Ju
Shu Hu
Shan Jia
George H. Chen
Siwei Lyu
311
53
0
29 Jun 2023
FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods
FFB: A Fair Fairness Benchmark for In-Processing Group Fairness MethodsInternational Conference on Learning Representations (ICLR), 2023
Xiaotian Han
Jianfeng Chi
Yu Chen
Qifan Wang
Han Zhao
Na Zou
Helen Zhou
299
40
0
15 Jun 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection
UCF: Uncovering Common Features for Generalizable Deepfake DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Zhiyuan Yan
Yong Zhang
Yanbo Fan
Baoyuan Wu
293
206
0
27 Apr 2023
Seeing is not always believing: Benchmarking Human and Model Perception
  of AI-Generated Images
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated ImagesNeural Information Processing Systems (NeurIPS), 2023
Zeyu Lu
Di Huang
Mengwei He
Jingjing Qu
Chengzhi Wu
Xihui Liu
Wanli Ouyang
256
94
0
25 Apr 2023
DCFace: Synthetic Face Generation with Dual Condition Diffusion Model
DCFace: Synthetic Face Generation with Dual Condition Diffusion ModelComputer Vision and Pattern Recognition (CVPR), 2023
Minchul Kim
Feng Liu
Anil Jain
Xiaoming Liu
DiffM
241
160
0
14 Apr 2023
DIRE for Diffusion-Generated Image Detection
DIRE for Diffusion-Generated Image DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Zhendong Wang
Jianmin Bao
Wen-gang Zhou
Weilun Wang
Hezhen Hu
Hong Chen
Houqiang Li
220
381
0
16 Mar 2023
GPT-4 Technical Report
GPT-4 Technical Report
OpenAI OpenAI
OpenAI Josh Achiam
Steven Adler
Sandhini Agarwal
Lama Ahmad
...
Shengjia Zhao
Tianhao Zheng
Juntang Zhuang
William Zhuk
Barret Zoph
LLMAGMLLM
4.6K
20,902
0
15 Mar 2023
ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for
  Generalizable and Robust Synthetic Image Detection
ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for Generalizable and Robust Synthetic Image DetectionInternational Conference on Information Photonics (ICIP), 2023
Md Awsafur Rahman
Bishmoy Paul
Najibul Haque Sarker
Zaber Ibn Abdul Hakim
S. Fattah
215
46
0
23 Feb 2023
Towards Universal Fake Image Detectors that Generalize Across Generative
  Models
Towards Universal Fake Image Detectors that Generalize Across Generative ModelsComputer Vision and Pattern Recognition (CVPR), 2023
Utkarsh Ojha
Yuheng Li
Yong Jae Lee
357
424
0
20 Feb 2023
On the detection of synthetic images generated by diffusion models
On the detection of synthetic images generated by diffusion modelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Riccardo Corvi
D. Cozzolino
Giada Zingarini
Giovanni Poggi
Koki Nagano
L. Verdoliva
382
318
0
01 Nov 2022
DeePhy: On Deepfake Phylogeny
DeePhy: On Deepfake Phylogeny
Kartik Narayan
Harsh Agarwal
K. Thakral
S. Mittal
Mayank Vatsa
Richa Singh
334
19
0
19 Sep 2022
Analyzing Fairness in Deepfake Detection With Massively Annotated
  Databases
Analyzing Fairness in Deepfake Detection With Massively Annotated DatabasesIEEE Transactions on Technology and Society (IEEE TTS), 2022
Ying Xu
Philipp Terhörst
Kiran Raja
Marius Pedersen
268
26
0
11 Aug 2022
Towards Transparency in Dermatology Image Datasets with Skin Tone
  Annotations by Experts, Crowds, and an Algorithm
Towards Transparency in Dermatology Image Datasets with Skin Tone Annotations by Experts, Crowds, and an Algorithm
Matthew Groh
Caleb Harris
Roxana Daneshjou
Omar Badri
A. Koochek
255
57
0
06 Jul 2022
Understanding Instance-Level Impact of Fairness Constraints
Understanding Instance-Level Impact of Fairness ConstraintsInternational Conference on Machine Learning (ICML), 2022
Jialu Wang
Xinze Wang
Yang Liu
TDIFaML
254
40
0
30 Jun 2022
CORE: Consistent Representation Learning for Face Forgery Detection
CORE: Consistent Representation Learning for Face Forgery Detection
Yu-Shu Ni
Depu Meng
Changqian Yu
Chengbin Quan
Dongchun Ren
Youjian Zhao
CVBMCLL
235
105
0
06 Jun 2022
A Continual Deepfake Detection Benchmark: Dataset, Methods, and
  Essentials
A Continual Deepfake Detection Benchmark: Dataset, Methods, and EssentialsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Chuqiao Li
Zhiwu Huang
D. Paudel
Yabin Wang
Mohamad Shahbazi
Xiaopeng Hong
Luc Van Gool
424
67
0
11 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents
Hierarchical Text-Conditional Image Generation with CLIP Latents
Aditya A. Ramesh
Prafulla Dhariwal
Alex Nichol
Casey Chu
Mark Chen
VLMDiffM
1.1K
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Towards Benchmarking and Evaluating Deepfake Detection
Towards Benchmarking and Evaluating Deepfake DetectionIEEE Transactions on Dependable and Secure Computing (TDSC), 2022
Chenhao Lin
Jingyi Deng
Peng Hu
Chao Shen
Qianqian Wang
Qi Li
214
21
0
04 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021
Robin Rombach
A. Blattmann
Dominik Lorenz
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Robust Attentive Deep Neural Network for Exposing GAN-generated Faces
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces
Hui Guo
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Ming-Ching Chang
Siwei Lyu
CVBM
287
49
0
05 Sep 2021
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