Diverse Inpainting and Editing with GAN Inversion

27 July 2023

Ahmet Burak Yildirim

Hamza Pehlivan

Bahri Batuhan Bilecen

Aysegül Dündar

DiffM

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Papers citing "Diverse Inpainting and Editing with GAN Inversion"

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Title
Contrastive Decoupled Representation Learning and Regularization for Speech-Preserving Facial Expression Manipulation Tianshui Chen Jianman Lin Zhijing Yang Chumei Qing Yukai Shi Liang Lin 96 3 0 08 Apr 2025
Inst-Inpaint: Instructing to Remove Objects with Diffusion Models Ahmet Burak Yildirim Vedat Baday Erkut Erdem Aykut Erdem Aysegül Dündar DiffM 103 63 0 06 Apr 2023
Exploring Gradient-based Multi-directional Controls in GANs Zikun Chen R. Jiang Brendan Duke Han Zhao P. Aarabi 48 10 0 01 Sep 2022
High-Fidelity Image Inpainting with GAN Inversion Yongsheng Yu Libo Zhang Hengrui Fan Tiejian Luo 60 27 0 25 Aug 2022
VecGAN: Image-to-Image Translation with Interpretable Latent Directions Yusuf Dalva Said Fahri Altindis Aysegül Dündar DRL 83 31 0 07 Jul 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 355 1,425 0 24 Jan 2022
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 130 276 0 30 Nov 2021
High-Fidelity GAN Inversion for Image Attribute Editing Tengfei Wang Yong Zhang Yanbo Fan Jue Wang Qifeng Chen DiffM 273 250 0 14 Sep 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 130 532 0 10 Jun 2021
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement Yuval Alaluf Or Patashnik Daniel Cohen-Or 108 347 0 06 Apr 2021
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery Or Patashnik Zongze Wu Eli Shechtman Daniel Cohen-Or Dani Lischinski CLIP VLM 135 1,211 0 31 Mar 2021
Dual Contrastive Loss and Attention for GANs Ning Yu Guilin Liu Aysegül Dündar Andrew Tao Bryan Catanzaro Larry S. Davis Mario Fritz GAN 104 61 0 31 Mar 2021
High-Fidelity and Arbitrary Face Editing Yue Gao Fangyun Wei Jianmin Bao Shuyang Gu Dong Chen Fang Wen Zheng Lian CVBM 61 66 0 29 Mar 2021
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks Shengyu Zhao Jianwei Cui Yilun Sheng Yue Dong Xiao Liang E. Chang Yan Xu 116 291 0 18 Mar 2021
Image-to-image Translation via Hierarchical Style Disentanglement Xinyang Li Shengchuan Zhang Jie Hu Liujuan Cao Xiaopeng Hong Xudong Mao Feiyue Huang Yongjian Wu Rongrong Ji VLM 66 116 0 02 Mar 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 295 788 0 04 Feb 2021
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 129 483 0 25 Nov 2020
Recurrent Feature Reasoning for Image Inpainting Jingyuan Li N. Wang Lefei Zhang Bo Du Dacheng Tao 66 346 0 09 Aug 2020
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 91 534 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 150 1,109 0 03 Aug 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 130 902 0 06 Apr 2020
In-Domain GAN Inversion for Real Image Editing Jiapeng Zhu Yujun Shen Deli Zhao Bolei Zhou DiffM 93 642 0 31 Mar 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 150 419 0 10 Feb 2020
StarGAN v2: Diverse Image Synthesis for Multiple Domains Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha 3DH 131 1,756 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 326 5,829 0 03 Dec 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 121 1,123 0 25 Jul 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 625 10,595 0 12 Dec 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 151 3,732 0 21 May 2018
Image Inpainting for Irregular Holes Using Partial Convolutions Guilin Liu F. Reda Kevin J. Shih Ting-Chun Wang Andrew Tao Bryan Catanzaro 220 1,934 0 20 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,938 0 11 Jan 2018
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 185 3,948 0 30 Nov 2017
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 69 5,300 0 25 Apr 2016