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2206.02749
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CORE: Consistent Representation Learning for Face Forgery Detection
6 June 2022
Yu-Shu Ni
Depu Meng
Changqian Yu
Chengbin Quan
Dongchun Ren
Youjian Zhao
CVBM
CLL
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Papers citing
"CORE: Consistent Representation Learning for Face Forgery Detection"
34 / 34 papers shown
SynthGuard: An Open Platform for Detecting AI-Generated Multimedia with Multimodal LLMs
Shail Desai
Aditya Pawar
Li Lin
X. Wang
Shu Hu
146
0
0
16 Nov 2025
Fit for Purpose? Deepfake Detection in the Real World
Guangyu Lin
Li Lin
Christina P. Walker
Daniel S. Schiff
Shu Hu
238
2
0
18 Oct 2025
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
Hossein Kashiani
Niloufar Alipour Talemi
Fatemeh Afghah
334
13
0
26 Sep 2025
Adversarial Attacks on Audio Deepfake Detection: A Benchmark and Comparative Study
Kutub Uddin
Muhammad Umar Farooq
Awais Khan
K. Malik
AAML
188
2
0
08 Sep 2025
Realism to Deception: Investigating Deepfake Detectors Against Face Enhancement
Muhammad Saeed
Ijaz Ul Haq
K. Malik
127
0
0
08 Sep 2025
Forgery Guided Learning Strategy with Dual Perception Network for Deepfake Cross-domain Detection
Lixin Jia
Zhiqing Guo
Gaobo Yang
Liejun Wang
Keqin Li
AAML
224
0
0
14 Aug 2025
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users
Shahroz Tariq
Simon S. Woo
Priyanka Singh
Irena Irmalasari
Saakshi Gupta
Dev Gupta
195
5
0
11 Aug 2025
Suppressing Gradient Conflict for Generalizable Deepfake Detection
Ming-Hui Liu
Harry Cheng
Xin Luo
Xin-Shun Xu
230
0
0
29 Jul 2025
Bias Analysis for Synthetic Face Detection: A Case Study of the Impact of Facial Attributes
Asmae Lamsaf
Lucia Cascone
Hugo Manuel Proença
Joao Neves
CVBM
217
0
0
25 Jul 2025
Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics
Yuezun Li
Delong Zhu
Xinjie Cui
Siwei Lyu
304
9
0
24 Jul 2025
AuthGuard: Generalizable Deepfake Detection via Language Guidance
Guangyu Shen
Zhihua Li
Xiang Xu
Tianchen Zhao
Zheng Zhang
Dongsheng An
Zhuowen Tu
Yifan Xing
Qin Zhang
219
2
0
04 Jun 2025
RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment
Lingyu Qiu
Ke Jiang
Xiaoyang Tan
400
1
0
27 May 2025
Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Hong-Hanh Nguyen-Le
Van-Tuan Tran
Dinh-Thuc Nguyen
Nhien-An Le-Khac
AAML
TTA
470
0
0
24 May 2025
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization
Bo Du
Xuekang Zhu
Xiaochen Ma
Chenfan Qu
Kaiwen Feng
Zhe Yang
Chi-Man Pun
Jian Liu
Jizhe Zhou
660
9
0
16 May 2025
Learning Real Facial Concepts for Independent Deepfake Detection
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Ming-Hui Liu
Harry Cheng
Tianyi Wang
Xin Luo
Xin-Shun Xu
368
5
0
07 May 2025
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes
Long Ma
Zhiyuan Yan
Jin Xu
Jin Xu
Qinglang Guo
Hu Huang
Yong Liao
Hui Lin
CVBM
402
13
0
07 Apr 2025
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Tai D. Nguyen
Matthew C. Stamm
429
2
0
26 Mar 2025
TruthLens: Visual Grounding for Universal DeepFake Reasoning
Rohit Kundu
Shan Jia
Vishal Mohanty
Athula Balachandran
Amit K. Roy-Chowdhury
508
3
0
20 Mar 2025
DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder
Peipeng Yu
Hui Gao
Zhitao Huang
Zhihua Xia
Chip-Hong Chang
Chip-Hong Chang
462
3
0
10 Dec 2024
Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection
Zifeng Li
Wen-Jun Tang
Shijun Gao
Shuai Wang
Yanxiang Wang
CVBM
369
3
0
03 Aug 2024
UniForensics: Face Forgery Detection via General Facial Representation
Ziyuan Fang
Hanqing Zhao
Tianyi Wei
Wenbo Zhou
Ming Wan
Zhanyi Wang
Weiming Zhang
Neng H. Yu
CVBM
411
5
0
26 Jul 2024
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark
Li Lin
Santosh
Xin Eric Wang
Shu Hu
Shu Hu
EGVM
805
35
0
02 Jun 2024
Redundant Semantic Environment Filling via Misleading-Learning for Fair Deepfake Detection
Xinan He
Yue Zhou
Wei Ye
Bin Li
Jiwu Huang
Feng Ding
CVBM
324
1
0
24 May 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection
International Journal of Computer Vision (IJCV), 2024
Yuting Xu
Jian Liang
Lijun Sheng
Xiao-Yu Zhang
297
31
0
15 Mar 2024
VGMShield: Mitigating Misuse of Video Generative Models
Yan Pang
Yang Zhang
Yang Zhang
Tianhao Wang
324
3
0
20 Feb 2024
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Jiucui Lu
Jiaran Zhou
Junyu Dong
Bin Li
Siwei Lyu
Yuezun Li
CVBM
356
4
0
02 Aug 2023
Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Decheng Liu
Tao Chen
Chunlei Peng
Nannan Wang
R. Hu
Xinbo Gao
CVBM
187
11
0
21 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection
IEEE International Conference on Computer Vision (ICCV), 2023
Yuting Xu
Jian Liang
Gengyun Jia
Ziming Yang
Yanhao Zhang
Ran He
ViT
446
133
0
14 Jul 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection
Neural Information Processing Systems (NeurIPS), 2023
Zhi Yan
Yong Zhang
Xinhang Yuan
Siwei Lyu
Baoyuan Wu
ELM
346
194
0
04 Jul 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection
IEEE International Conference on Computer Vision (ICCV), 2023
Zhiyuan Yan
Yong Zhang
Yanbo Fan
Baoyuan Wu
425
249
0
27 Apr 2023
GAN-generated Faces Detection: A Survey and New Perspectives
European Conference on Artificial Intelligence (ECAI), 2022
Xin Wang
Hui Guo
Shu Hu
Ming-Ching Chang
Siwei Lyu
CVBM
442
86
0
15 Feb 2022
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering
Yihao Huang
Felix Juefei Xu
Qing Guo
Yang Liu
G. Pu
623
35
0
19 Sep 2020
Two-branch Recurrent Network for Isolating Deepfakes in Videos
European Conference on Computer Vision (ECCV), 2020
I. Masi
Aditya Killekar
R. Mascarenhas
Shenoy Pratik Gurudatt
Wael AbdAlmageed
CVBM
664
463
0
08 Aug 2020
Xception: Deep Learning with Depthwise Separable Convolutions
Computer Vision and Pattern Recognition (CVPR), 2016
François Chollet
MDE
BDL
PINN
3.6K
17,433
0
07 Oct 2016
1
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