Interpreting the Latent Space of GANs for Semantic Face Editing

25 July 2019

Jinjin Gu

Papers citing "Interpreting the Latent Space of GANs for Semantic Face Editing"

50 / 254 papers shown

Title
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 39 59 0 30 Jul 2021
From Continuity to Editability: Inverting GANs with Consecutive Images Yangyang Xu Yong Du Wenpeng Xiao Xuemiao Xu Shengfeng He 90 36 0 29 Jul 2021
LARGE: Latent-Based Regression through GAN Semantics Yotam Nitzan Rinon Gal Ofir Brenner Daniel Cohen-Or GAN 29 26 0 22 Jul 2021
StyleFusion: A Generative Model for Disentangling Spatial Segments Omer Kafri Or Patashnik Yuval Alaluf Daniel Cohen-Or 26 37 0 15 Jul 2021
Semantic and Geometric Unfolding of StyleGAN Latent Space Mustafa Shukor Xu Yao B. Damodaran Pierre Hellier GAN 30 4 0 09 Jul 2021
Feature Alignment as a Generative Process T. S. Farias Jonas Maziero DiffM BDL 16 1 0 23 Jun 2021
A Latent Transformer for Disentangled Face Editing in Images and Videos Xu Yao A. Newson Y. Gousseau Pierre Hellier CVBM 26 84 0 22 Jun 2021
Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement Huiwen Luo Koki Nagano Han-Wei Kung Mclean Goldwhite Qingguo Xu Zejian Wang Lingyu Wei Liwen Hu Hao Li 3DH 21 50 0 21 Jun 2021
Deep Generative Learning via Schrödinger Bridge Gefei Wang Yuling Jiao Qiang Xu Yang Wang Can Yang DiffM OT 20 92 0 19 Jun 2021
D2C: Diffusion-Denoising Models for Few-shot Conditional Generation Abhishek Sinha Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 30 118 0 12 Jun 2021
Low-Rank Subspaces in GANs Jiapeng Zhu Ruili Feng Yujun Shen Deli Zhao Zhengjun Zha Jingren Zhou Qifeng Chen GAN 19 71 0 08 Jun 2021
On Linear Interpolation in the Latent Space of Deep Generative Models M. Michelis Quentin Becker 15 11 0 08 May 2021
Inverting Generative Adversarial Renderer for Face Reconstruction Jingtan Piao Keqiang Sun Kwan-Yee Lin Quan Wang Hongshneg Li 3DH CVBM 19 31 0 06 May 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis Yu Tian Jian Ren Menglei Chai Kyle Olszewski Xi Peng Dimitris N. Metaxas Sergey Tulyakov VGen 51 183 0 30 Apr 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 27 70 0 29 Apr 2021
Explaining in Style: Training a GAN to explain a classifier in StyleSpace Oran Lang Yossi Gandelsman Michal Yarom Yoav Wald G. Elidan ... William T. Freeman Phillip Isola Amir Globerson Michal Irani Inbar Mosseri GAN 45 152 0 27 Apr 2021
Surrogate Gradient Field for Latent Space Manipulation Minjun Li Yanghua Jin Huachun Zhu GAN 19 18 0 19 Apr 2021
LatentKeypointGAN: Controlling GANs via Latent Keypoints Xingzhe He Bastian Wandt Helge Rhodin GAN 30 6 0 29 Mar 2021
Paint by Word A. Andonian David Bau Audrey Cui YeonHwan Park Ali Jahanian Antonio Torralba A. Oliva DiffM 20 125 0 19 Mar 2021
Using latent space regression to analyze and leverage compositionality in GANs Lucy Chai Jonas Wulff Phillip Isola GAN 40 75 0 18 Mar 2021
Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection Jiaming Li Hongtao Xie Jiahong Li Zhongyuan Wang Yongdong Zhang CVBM 34 237 0 16 Mar 2021
PhotoApp: Photorealistic Appearance Editing of Head Portraits R. MallikarjunB. A. Tewari Abdallah Dib Tim Weyrich Bernd Bickel ... Hanspeter Pfister Wojciech Matusik Louis Chevallier Mohamed A. Elgharib Christian Theobalt DiffM 3DH 24 6 0 13 Mar 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 38 108 0 07 Mar 2021
CoDeGAN: Contrastive Disentanglement for Generative Adversarial Network Lili Pan Peijun Tang Zhiyong Chen Zenglin Xu GAN DRL 18 6 0 05 Mar 2021
Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View Xuanchi Ren Tao Yang Yuwang Wang W. Zeng CoGe OCL DRL 36 36 0 21 Feb 2021
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model Yuval Alaluf Or Patashnik Daniel Cohen-Or 17 137 0 04 Feb 2021
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation Peiye Zhuang Oluwasanmi Koyejo A. Schwing 22 78 0 01 Feb 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 148 134 0 07 Jan 2021
OSTeC: One-Shot Texture Completion Baris Gecer Jiankang Deng S. Zafeiriou CVBM 3DH 32 45 0 30 Dec 2020
GAN "Steerability" without optimization Nurit Spingarn-Eliezer Ron Banner T. Michaeli LLMSV 25 57 0 09 Dec 2020
Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs Hui-Po Wang Ning Yu Mario Fritz 22 30 0 28 Nov 2020
Lifting 2D StyleGAN for 3D-Aware Face Generation Yichun Shi Divyansh Aggarwal Anil K. Jain 3DH 39 81 0 26 Nov 2020
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 49 482 0 25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 69 955 0 24 Nov 2020
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs Yaxing Wang Lu Yu J. Weijer VLM 32 16 0 11 Nov 2020
EvolGAN: Evolutionary Generative Adversarial Networks Baptiste Roziere F. Teytaud Vlad Hosu Hanhe Lin Jérémy Rapin M. Zameshina O. Teytaud GAN 23 14 0 28 Sep 2020
Neural Crossbreed: Neural Based Image Metamorphosis Sanghun Park Kwanggyoon Seo Jun-yong Noh 17 4 0 02 Sep 2020
GIF: Generative Interpretable Faces Partha Ghosh Pravir Singh Gupta Roy Uziel Anurag Ranjan Michael J. Black Timo Bolkart CVBM AI4CE 8 76 0 31 Aug 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Xuan Li Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 28 153 0 06 Aug 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 58 1,098 0 03 Aug 2020
Learning Disentangled Representations with Latent Variation Predictability Xinqi Zhu Chang Xu Dacheng Tao CoGe DRL 14 26 0 25 Jul 2020
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Shivangi Aneja Matthias Nießner 21 42 0 21 Jun 2020
Face Identity Disentanglement via Latent Space Mapping Yotam Nitzan Amit H. Bermano Yangyan Li Daniel Cohen-Or CVBM CoGe DRL 30 16 0 15 May 2020
Editing in Style: Uncovering the Local Semantics of GANs Edo Collins R. Bala B. Price Sabine Süsstrunk 28 276 0 29 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 70 897 0 06 Apr 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 55 359 0 30 Mar 2020
Lifespan Age Transformation Synthesis Roy Or-El Soumyadip Sengupta Ohad Fried Eli Shechtman Ira Kemelmacher-Shlizerman 40 105 0 21 Mar 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 53 417 0 10 Feb 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 45 775 0 01 Jan 2020
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 30 314 0 15 Dec 2019