Learning Real Facial Concepts for Independent Deepfake Detection

Learning Real Facial Concepts for Independent Deepfake Detection

7 May 2025

Papers citing "Learning Real Facial Concepts for Independent Deepfake Detection"

19 / 19 papers shown

Title
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection Jongwook Choi Taehoon Kim Yonghyun Jeong Seungryul Baek Jongwon Choi 64 28 0 11 Mar 2024
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection Ruiyang Xia Decheng Liu Jie Li Lin Yuan N. Wang Xinbo Gao 37 20 0 06 Jul 2023
Detecting Deepfakes with Self-Blended Images Kaede Shiohara T. Yamasaki 69 310 0 18 Apr 2022
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection Liang Chen Yong Zhang Yibing Song Lingqiao Liu Jue Wang AAML 85 208 0 23 Mar 2022
Region-Aware Face Swapping Chao Xu Jiangning Zhang Miao Hua Qian He Zili Yi Yong Liu CVBM 45 49 0 09 Mar 2022
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild Trung-Nghia Le H. Nguyen Junichi Yamagishi Isao Echizen AAML 56 61 0 30 Jul 2021
Representative Forgery Mining for Fake Face Detection Chengrui Wang Weihong Deng CVBM 67 185 0 14 Apr 2021
Generalizing Face Forgery Detection with High-frequency Features Yucheng Luo Yong Zhang Junchi Yan Wei Liu CVBM 62 339 0 23 Mar 2021
KoDF: A Large-scale Korean DeepFake Detection Dataset Patrick Kwon J. You Gyuhyeon Nam Sungwoo Park Gyeongsu Chae 61 103 0 18 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 593 40,961 0 22 Oct 2020
Two-branch Recurrent Network for Isolating Deepfakes in Videos I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 72 367 0 08 Aug 2020
The DeepFake Detection Challenge (DFDC) Dataset Brian Dolhansky Joanna Bitton Ben Pflaum Jikuo Lu Russ Howes Menglin Wang Cristian Canton Ferrer PICV 37 247 0 12 Jun 2020
Learning Memory-guided Normality for Anomaly Detection Hyunjong Park Jongyoun Noh Bumsub Ham 56 636 0 30 Mar 2020
Face X-ray for More General Face Forgery Detection Lingzhi Li Jianmin Bao Ting Zhang Hao Yang Dong Chen Fang Wen B. Guo PICV CVBM 61 838 0 31 Dec 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 192 1,074 0 27 Sep 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 99 2,075 0 25 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 539 10,551 0 12 Dec 2018
In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking Yuezun Li Ming-Ching Chang Siwei Lyu CVBM 61 227 0 07 Jun 2018
Towards Open-Set Identity Preserving Face Synthesis Jianmin Bao Dong Chen Fang Wen Houqiang Li G. Hua CVBM GAN 48 248 0 29 Mar 2018