UnGANable: Defending Against GAN-based Face Manipulation

3 October 2022

Zheng Li

Ning Yu

A. Salem

Michael Backes

Mario Fritz

Papers citing "UnGANable: Defending Against GAN-based Face Manipulation"

50 / 52 papers shown

Title
Dormant: Defending against Pose-driven Human Image Animation Jiachen Zhou Mingsi Wang Tianlin Li Guozhu Meng Kai Chen 120 4 0 22 Sep 2024
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 267 30,123 0 01 Mar 2022
Initiative Defense against Facial Manipulation Qidong Huang Jie Zhang Wenbo Zhou Weiming Zhang Nenghai Yu AAML 49 63 0 19 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 66 119 0 01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 94 274 0 30 Nov 2021
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
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions Oğuz Kaan Yüksel Enis Simsar Ezgi Gulperi Er Pinar Yanardag SSL 62 61 0 02 Apr 2021
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery Or Patashnik Zongze Wu Eli Shechtman Daniel Cohen-Or Dani Lischinski CLIP VLM 105 1,207 0 31 Mar 2021
FaceController: Controllable Attribute Editing for Face in the Wild Zhi-liang Xu Xiyu Yu Zhibin Hong Zhen Zhu Junyu Han Jingtuo Liu Errui Ding X. Bai CVBM 38 42 0 23 Feb 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 278 785 0 04 Feb 2021
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation Peiye Zhuang Oluwasanmi Koyejo Alex Schwing 121 78 0 01 Feb 2021
Navigating the GAN Parameter Space for Semantic Image Editing A. Cherepkov A. Voynov Artem Babenko GAN 63 65 0 27 Nov 2020
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN Christian Bartz Joseph Bethge Haojin Yang Christoph Meinel 46 16 0 21 Oct 2020
Face2Face: Real-time Face Capture and Reenactment of RGB Videos Justus Thies Michael Zollhöfer Marc Stamminger Christian Theobalt Matthias Nießner 3DH PICV CVBM 55 1,913 0 29 Jul 2020
Closed-Form Factorization of Latent Semantics in GANs Yujun Shen Bolei Zhou GAN 107 591 0 13 Jul 2020
Cross-domain Correspondence Learning for Exemplar-based Image Translation Peiying Zhang Bo Zhang Dong Chen Lu Yuan Fang Wen 65 239 0 12 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
Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems Nataniel Ruiz Sarah Adel Bargal Stan Sclaroff PICV AAML 50 120 0 03 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
StarGAN v2: Diverse Image Synthesis for Multiple Domains Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha 3DH 125 1,749 0 04 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 279 5,810 0 03 Dec 2019
Image2StyleGAN++: How to Edit the Embedded Images? Rameen Abdal Yipeng Qin Peter Wonka 79 555 0 26 Nov 2019
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 30 186 0 28 Oct 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
On the "steerability" of generative adversarial networks Ali Jahanian Lucy Chai Phillip Isola GAN OOD 121 397 0 16 Jul 2019
GANalyze: Toward Visual Definitions of Cognitive Image Properties L. Goetschalckx A. Andonian A. Oliva Phillip Isola FAtt GAN 82 314 0 24 Jun 2019
Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations Yuezun Li Xin Yang Baoyuan Wu Siwei Lyu AAML PICV CVBM 68 38 0 21 Jun 2019
Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias Emily L. Denton B. Hutchinson Margaret Mitchell Timnit Gebru Andrew Zaldivar CVBM 52 129 0 14 Jun 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
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 259 5,392 0 28 Sep 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
Two-Stream Neural Networks for Tampered Face Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis PICV CVBM 54 543 0 29 Mar 2018
AttGAN: Facial Attribute Editing by Only Changing What You Want Zhenliang He W. Zuo Meina Kan Shiguang Shan Xilin Chen GAN CVBM 88 704 0 29 Nov 2017
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 132 3,553 0 24 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 129 7,353 0 27 Oct 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 123 1,941 0 08 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 201 9,546 0 31 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 123 5,554 0 30 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 323 19,643 0 21 Nov 2016
Generative Visual Manipulation on the Natural Image Manifold Jun-Yan Zhu Philipp Krahenbuhl Eli Shechtman Alexei A. Efros GAN 73 1,396 0 12 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 766 36,794 0 25 Aug 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 232 10,247 0 27 Mar 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 377 14,247 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 250 14,008 0 19 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 370 13,143 0 12 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,289 0 11 Feb 2015