Closed-Form Factorization of Latent Semantics in GANs

13 July 2020

Papers citing "Closed-Form Factorization of Latent Semantics in GANs"

37 / 187 papers shown

Title
Talk-to-Edit: Fine-Grained Facial Editing via Dialog Yuming Jiang Ziqi Huang Xingang Pan Chen Change Loy Ziwei Liu DiffM 107 126 0 09 Sep 2021
Learning Disentangled Representations in the Imaging Domain Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris OOD DRL 37 71 0 26 Aug 2021
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset -- Addressing the Noise-Latent Trade-Off Vaibhav Vavilala David A. Forsyth 23 3 0 19 Aug 2021
Towards Vivid and Diverse Image Colorization with Generative Color Prior Yanze Wu Xintao Wang Yu Li Honglun Zhang Xun Zhao Ying Shan GAN 30 102 0 19 Aug 2021
Towards Controllable and Photorealistic Region-wise Image Manipulation Ansheng You Chenglin Zhou Qixuan Zhang Lan Xu DiffM 44 2 0 19 Aug 2021
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation Yuxiang Wei Yupeng Shi Xiao-Chang Liu Zhilong Ji Yuan Gao Zhongqin Wu W. Zuo 28 55 0 17 Aug 2021
Toward Spatially Unbiased Generative Models Jooyoung Choi Jungbeom Lee Yonghyun Jeong Sungroh Yoon DiffM 30 17 0 03 Aug 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 34 26 0 22 Jul 2021
StyleFusion: A Generative Model for Disentangling Spatial Segments Omer Kafri Or Patashnik Yuval Alaluf Daniel Cohen-Or 31 37 0 15 Jul 2021
StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation Won-Dong Jang Gwangjin Ju Yucheol Jung Jiaolong Yang Xin Tong Seungyong Lee GAN 46 21 0 09 Jul 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 121 1,571 0 23 Jun 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 34 522 0 10 Jun 2021
Low-Rank Subspaces in GANs Jiapeng Zhu Ruili Feng Yujun Shen Deli Zhao Zhengjun Zha Jingren Zhou Qifeng Chen GAN 24 71 0 08 Jun 2021
Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi OCL 48 53 0 17 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 70 183 0 30 Apr 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 32 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 50 152 0 27 Apr 2021
EigenGAN: Layer-Wise Eigen-Learning for GANs Zhenliang He Meina Kan Shiguang Shan GAN 57 50 0 26 Apr 2021
Cross-Domain and Disentangled Face Manipulation with 3D Guidance Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CVBM 146 26 0 22 Apr 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 44 60 0 15 Apr 2021
CoDeGAN: Contrastive Disentanglement for Generative Adversarial Network Lili Pan Peijun Tang Zhiyong Chen Zenglin Xu GAN DRL 22 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 38 37 0 21 Feb 2021
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model Yuval Alaluf Or Patashnik Daniel Cohen-Or 22 137 0 04 Feb 2021
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation Peiye Zhuang Oluwasanmi Koyejo Alex Schwing 28 78 0 01 Feb 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 91 507 0 14 Jan 2021
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu Xintao Wang Kai-xiang Chen Bolei Zhou Chen Change Loy GAN 32 89 0 09 Dec 2020
Lifting 2D StyleGAN for 3D-Aware Face Generation Yichun Shi Divyansh Aggarwal Anil K. Jain 3DH 55 82 0 26 Nov 2020
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 55 482 0 25 Nov 2020
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs Xingang Pan Bo Dai Ziwei Liu Chen Change Loy Ping Luo 3DH 48 110 0 02 Nov 2020
Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network Jialu Huang Jing Liao Sam Kwong 18 65 0 12 Oct 2020
DeepFake Detection Based on the Discrepancy Between the Face and its Context Y. Nirkin Lior Wolf Y. Keller Tal Hassner 3DPC CVBM PICV 28 174 0 27 Aug 2020
Gibbs Sampling with People Peter M. C. Harrison Raja Marjieh Federico Adolfi Pol van Rijn Manuel Anglada-Tort O. Tchernichovski P. Larrouy-Maestri Nori Jacoby 26 61 0 06 Aug 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 75 900 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 55 360 0 30 Mar 2020
Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes with Applications to Anomaly Detection William Paul I-J. Wang F. Alajaji Philippe Burlina DiffM DRL 21 6 0 25 Feb 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 369 10,405 0 12 Dec 2018