GAN Inversion: A Survey

14 January 2021

Yujiu Yang

Ming-Hsuan Yang

Papers citing "GAN Inversion: A Survey"

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Title
PREF: Phasorial Embedding Fields for Compact Neural Representations Binbin Huang Xinhao Yan Anpei Chen Shenghua Gao Jingyi Yu 43 14 0 26 May 2022
One-Shot Face Reenactment on Megapixels Wonjun Kang Geonsu Lee H. Koo N. Cho CVBM 51 7 0 26 May 2022
Cross-Domain Style Mixing for Face Cartoonization Seungkwon Kim Chaeheon Gwak Dohyun Kim K. Lee Jihye Back Namhyuk Ahn Daesik Kim CVBM 53 7 0 25 May 2022
StyLitGAN: Prompting StyleGAN to Produce New Illumination Conditions Anand Bhattad David A. Forsyth 50 6 0 20 May 2022
Overparameterization Improves StyleGAN Inversion Yohan Poirier-Ginter Alexandre Lessard Ryan Smith Jean-François Lalonde 50 4 0 12 May 2022
Deep Learning and Synthetic Media Raphaël Millière 26 18 0 11 May 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 42 42 0 05 May 2022
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification M. Golhar Taylor L. Bobrow S. Ngamruengphong Nicholas J. Durr MedIm 32 8 0 04 May 2022
AE-NeRF: Auto-Encoding Neural Radiance Fields for 3D-Aware Object Manipulation Mira Kim Jaehoon Ko Kyusun Cho J. Choi Daewon Choi Seung Wook Kim 28 4 0 28 Apr 2022
Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion Zhaoxin Fan Yulin He Zhicheng Wang Kejian Wu Hongyan Liu Jun He 37 7 0 20 Apr 2022
Guided Co-Modulated GAN for 360° Field of View Extrapolation Mohammad Reza Karimi Dastjerdi Yannick Hold-Geoffroy Jonathan Eisenmann Siavash Khodadadeh Jean-François Lalonde 30 23 0 15 Apr 2022
PLGAN: Generative Adversarial Networks for Power-Line Segmentation in Aerial Images R. Abdelfattah Xiang Wang Song Wang GAN 21 15 0 14 Apr 2022
Diagnosing and Fixing Manifold Overfitting in Deep Generative Models Gabriel Loaiza-Ganem Brendan Leigh Ross Jesse C. Cresswell Anthony L. Caterini GAN DRL 22 28 0 14 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 139 6,663 0 13 Apr 2022
Physically Disentangled Representations Tzofi Klinghoffer Kushagra Tiwary Arkadiusz Balata Vivek Sharma Ramesh Raskar 3DV OCL CoGe DRL 41 1 0 11 Apr 2022
Text2LIVE: Text-Driven Layered Image and Video Editing Omer Bar-Tal Dolev Ofri-Amar Rafail Fridman Yoni Kasten Tali Dekel VGen DiffM 16 308 0 05 Apr 2022
Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from Monocular Images A. Tewari R. MallikarjunB. Xingang Pan Ohad Fried Maneesh Agrawala Christian Theobalt CoGe 3DV DRL 23 51 0 29 Mar 2022
Cycle-Consistent Counterfactuals by Latent Transformations Saeed Khorram Li Fuxin BDL 24 32 0 28 Mar 2022
A Visual Navigation Perspective for Category-Level Object Pose Estimation Jiaxin Guo Fangxun Zhong R. Xiong Yunhui Liu Yue Wang Yiyi Liao OCL 21 6 0 25 Mar 2022
3D GAN Inversion for Controllable Portrait Image Animation Connor Z. Lin David B. Lindell E. R. Chan Gordon Wetzstein 3DH 21 61 0 25 Mar 2022
Deep Portrait Delighting Joshua Weir Junhong Zhao Andrew Chalmers Taehyun Rhee 3DH CVBM 29 6 0 22 Mar 2022
High-fidelity GAN Inversion with Padding Space Qingyan Bai Yinghao Xu Jiapeng Zhu Weihao Xia Yujiu Yang Yujun Shen 41 31 0 21 Mar 2022
A naive method to discover directions in the StyleGAN2 latent space Andrea Giardina Soumya Subhra Paria A. Kaustubh GAN 32 2 0 19 Mar 2022
InsetGAN for Full-Body Image Generation Anna Frühstück Krishna Kumar Singh Eli Shechtman Niloy J. Mitra Peter Wonka Jingwan Lu 3DH 27 59 0 14 Mar 2022
StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN Fei Yin Yong Zhang Xiaodong Cun Ming Cao Yanbo Fan Xuanxia Wang Qingyan Bai Baoyuan Wu Jue Wang Yujiu Yang CVBM 47 171 0 08 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 27 29,986 0 01 Mar 2022
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik Daniel Cohen-Or 32 81 0 28 Feb 2022
GAN-generated Faces Detection: A Survey and New Perspectives Xin Wang Hui Guo Shu Hu Ming-Ching Chang Siwei Lyu CVBM 29 63 0 15 Feb 2022
FEAT: Face Editing with Attention Xianxu Hou Linlin Shen Or Patashnik Daniel Cohen-Or Hui Huang CVBM 26 20 0 06 Feb 2022
Feature-Style Encoder for Style-Based GAN Inversion Xu Yao A. Newson Y. Gousseau Pierre Hellier 44 19 0 04 Feb 2022
Third Time's the Charm? Image and Video Editing with StyleGAN3 Yuval Alaluf Or Patashnik Zongze Wu Asif Zamir Eli Shechtman Dani Lischinski Daniel Cohen-Or DiffM VGen 26 69 0 31 Jan 2022
Stitch it in Time: GAN-Based Facial Editing of Real Videos Rotem Tzaban Ron Mokady Rinon Gal Amit H. Bermano Daniel Cohen-Or CVBM 38 86 0 20 Jan 2022
GenLabel: Mixup Relabeling using Generative Models Jy-yong Sohn Liang Shang Hongxu Chen Jaekyun Moon Dimitris Papailiopoulos Kangwook Lee VLM 11 15 0 07 Jan 2022
Conditional Generative Data-free Knowledge Distillation Xinyi Yu Ling Yan Yang Yang Libo Zhou Linlin Ou 20 8 0 31 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 36 48 0 27 Dec 2021
InvGAN: Invertible GANs Partha Ghosh Dominik Zietlow Michael J. Black Larry S. Davis Xiaochen Hu DiffM 29 7 0 08 Dec 2021
LTT-GAN: Looking Through Turbulence by Inverting GANs Kangfu Mei Vishal M. Patel 53 20 0 04 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 54 266 0 30 Nov 2021
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation Konpat Preechakul Nattanat Chatthee Suttisak Wizadwongsa Supasorn Suwajanakorn SyDa DiffM 58 417 0 30 Nov 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 55 922 0 29 Nov 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data Liming Jiang Bo Dai Wayne Wu Chen Change Loy 89 104 0 12 Nov 2021
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation Mingcong Liu Qiang Li Zekui Qin Guoxin Zhang Pengfei Wan Wen Zheng CVBM 30 60 0 22 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 27 56 0 21 Oct 2021
Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks Peihao Zhu Rameen Abdal John C. Femiani Peter Wonka GAN 149 80 0 15 Oct 2021
Relighting Humans in the Wild: Monocular Full-Body Human Relighting with Domain Adaptation Daichi Tajima Yoshihiro Kanamori Yuki Endo 3DH 68 22 0 14 Oct 2021
Identity-guided Face Generation with Multi-modal Contour Conditions Qingyan Bai Weihao Xia Fei Yin Yujiu Yang CVBM 10 2 0 10 Oct 2021
StyleGAN-induced data-driven regularization for inverse problems Arthur Conmy Subhadip Mukherjee Carola-Bibiane Schönlieb GAN 32 3 0 07 Oct 2021
High-Fidelity GAN Inversion for Image Attribute Editing Tengfei Wang Yong Zhang Yanbo Fan Jue Wang Qifeng Chen DiffM 214 247 0 14 Sep 2021
Diverse Similarity Encoder for Deep GAN Inversion Cheng Yu Wenmin Wang DRL 31 2 0 23 Aug 2021
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset -- Addressing the Noise-Latent Trade-Off Vaibhav Vavilala David A. Forsyth 16 3 0 19 Aug 2021