Expanding the Latent Space of StyleGAN for Real Face Editing

26 April 2022

Papers citing "Expanding the Latent Space of StyleGAN for Real Face Editing"

27 / 27 papers shown

Title
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 95 526 0 10 Jun 2021
Disentangled Face Attribute Editing via Instance-Aware Latent Space Search Yuxuan Han Jiaolong Yang Ying Fu CVBM 29 26 0 26 May 2021
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement Yuval Alaluf Or Patashnik Daniel Cohen-Or 60 346 0 06 Apr 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 243 780 0 04 Feb 2021
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model Yuval Alaluf Or Patashnik Daniel Cohen-Or 29 138 0 04 Feb 2021
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing Xianxu Hou Xiaokang Zhang Linlin Shen Zhihui Lai Jun Wan CVBM GAN 35 74 0 22 Dec 2020
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Liang Feng Chen Change Loy 65 252 0 01 Dec 2020
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 73 482 0 25 Nov 2020
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 69 528 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 97 1,103 0 03 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 63 1,200 0 30 Jul 2020
Closed-Form Factorization of Latent Semantics in GANs Yujun Shen Bolei Zhou GAN 70 589 0 13 Jul 2020
Collaborative Learning for Faster StyleGAN Embedding Shanyan Guan Ying Tai Bingbing Ni Feida Zhu Feiyue Huang Xiaokang Yang 33 105 0 03 Jul 2020
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs Yujun Shen Ceyuan Yang Xiaoou Tang Bolei Zhou GAN CVBM 54 596 0 18 May 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 93 900 0 06 Apr 2020
In-Domain GAN Inversion for Real Image Editing Jiapeng Zhu Yujun Shen Deli Zhao Bolei Zhou DiffM 59 641 0 31 Mar 2020
Controllable Person Image Synthesis with Attribute-Decomposed GAN Yifang Men Yiming Mao Yuning Jiang Wei-Ying Ma Zheng Lian 104 234 0 27 Mar 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 113 417 0 10 Feb 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 254 5,769 0 03 Dec 2019
Image2StyleGAN++: How to Edit the Embedded Images? Rameen Abdal Yipeng Qin Peter Wonka 68 554 0 26 Nov 2019
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer Wentao Jiang Si Liu Chen Gao Jie Cao Ran He Jiashi Feng Shuicheng Yan CVBM 45 128 0 16 Sep 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 93 1,109 0 05 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 502 10,466 0 12 Dec 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 262 11,610 0 11 Jan 2018
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 100 7,318 0 27 Oct 2017
Inverting The Generator Of A Generative Adversarial Network Antonia Creswell Anil Anthony Bharath GAN 188 339 0 17 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015