LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space

31 December 2024

Papers citing "LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space"

22 / 22 papers shown

Title
High-Fidelity GAN Inversion for Image Attribute Editing Tengfei Wang Yong Zhang Yanbo Fan Jue Wang Qifeng Chen DiffM 255 250 0 14 Sep 2021
E2Style: Improve the Efficiency and Effectiveness of StyleGAN Inversion Tianyi Wei Dongdong Chen Wenbo Zhou Jing Liao Weiming Zhang Lu Yuan Gang Hua Nenghai Yu 64 63 0 15 Apr 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 149 512 0 14 Jan 2021
ID-Reveal: Identity-aware DeepFake Video Detection D. Cozzolino Andreas Rossler Justus Thies Matthias Nießner L. Verdoliva AAML 72 166 0 04 Dec 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 125 1,108 0 03 Aug 2020
Detecting Deep-Fake Videos from Appearance and Behavior S. Agarwal Tarek El-Gaaly Hany Farid Ser-Nam Lim PICV 40 167 0 29 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 111 902 0 06 Apr 2020
In-Domain GAN Inversion for Real Image Editing Jiapeng Zhu Yujun Shen Deli Zhao Bolei Zhou DiffM 70 641 0 31 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 390 10,591 0 17 Feb 2020
The Deepfake Detection Challenge (DFDC) Preview Dataset Brian Dolhansky Russ Howes Ben Pflaum Nicole Baram Cristian Canton Ferrer 57 498 0 19 Oct 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 200 1,075 0 27 Sep 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 117 1,121 0 25 Jul 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 137 18,115 0 28 May 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 101 1,109 0 05 Apr 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 111 2,076 0 25 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 563 10,551 0 12 Dec 2018
MesoNet: a Compact Facial Video Forgery Detection Network Darius Afchar Vincent Nozick Junichi Yamagishi Isao Echizen CVBM PICV 72 1,248 0 04 Sep 2018
Self-supervised learning of a facial attribute embedding from video Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM SSL 47 133 0 21 Aug 2018
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner PICV AAML CVBM 92 380 0 24 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 376 11,790 0 11 Jan 2018
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,555 0 07 Oct 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,348 0 04 Sep 2014