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GAN Inversion: A Survey

14 January 2021

Yujiu Yang

Ming-Hsuan Yang

Papers citing "GAN Inversion: A Survey"

50 / 319 papers shown

Title
HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping Qinghe Wang Lijie Liu Miao Hua Pengfei Zhu W. Zuo Qinghua Hu Huchuan Lu Bing Cao DiffM 68 9 0 13 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 65 9 0 07 Dec 2022
Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models Naoki Matsunaga Masato Ishii Akio Hayakawa Kenji Suzuki T. Narihira DiffM 119 15 0 05 Dec 2022
LatentSwap3D: Semantic Edits on 3D Image GANs Enis Simsar A. Tonioni Evin Pınar Örnek F. Tombari 125 8 0 02 Dec 2022
QC-StyleGAN -- Quality Controllable Image Generation and Manipulation D. Nguyen Phong Tran The Tan M. Dinh Cuong Pham Anh Tran 74 1 0 02 Dec 2022
High-fidelity 3D GAN Inversion by Pseudo-multi-view Optimization Jiaxin Xie Hao Ouyang Jingtan Piao Chenyang Lei Qifeng Chen 79 70 0 28 Nov 2022
Expanding Small-Scale Datasets with Guided Imagination Yifan Zhang Daquan Zhou Bryan Hooi Kaixin Wang Jiashi Feng 173 48 0 25 Nov 2022
GAN Prior based Null-Space Learning for Consistent Super-Resolution Yinhuai Wang Yu Fei Hu Jiwen Yu Jian Zhang SupR 55 40 0 24 Nov 2022
GlowGAN: Unsupervised Learning of HDR Images from LDR Images in the Wild Chao Wang Ana Serrano Xingang Pan Bin Chen Hans-Peter Seidel Christian Theobalt K. Myszkowski Thomas Leimkuehler GAN 70 15 0 22 Nov 2022
GAN Inversion for Image Editing via Unsupervised Domain Adaptation Siyu Xing Chen Gong Hewei Guo Xiaoyi Zhang Xinwen Hou Yu Liu 110 6 0 22 Nov 2022
SinFusion: Training Diffusion Models on a Single Image or Video Yaniv Nikankin Niv Haim Michal Irani VGen 110 71 0 21 Nov 2022
Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion Dario Pavllo D. Tan Marie-Julie Rakotosaona F. Tombari 3DH 87 31 0 21 Nov 2022
Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint Hongyu Liu Yibing Song Qifeng Chen DiffM 96 21 0 21 Nov 2022
GANStrument: Adversarial Instrument Sound Synthesis with Pitch-invariant Instance Conditioning Gaku Narita Junichi Shimizu Taketo Akama GAN 82 11 0 10 Nov 2022
Textual Manifold-based Defense Against Natural Language Adversarial Examples D. M. Nguyen Anh Tuan Luu AAML 89 17 0 05 Nov 2022
Learning Control by Iterative Inversion Gal Leibovich Guy Jacob Or Avner Gal Novik Aviv Tamar 64 0 0 03 Nov 2022
gCoRF: Generative Compositional Radiance Fields Mallikarjun Br A. Tewari Xingang Pan Mohamed A. Elgharib Christian Theobalt 3DV 75 3 0 31 Oct 2022
A Survey on Deep Generative 3D-aware Image Synthesis Weihao Xia Jing-Hao Xue 3DV 121 22 0 25 Oct 2022
GlassesGAN: Eyewear Personalization using Synthetic Appearance Discovery and Targeted Subspace Modeling Richard Plesh Peter Peer Vitomir Štruc 58 5 0 24 Oct 2022
GAN-based Facial Attribute Manipulation Yunfan Liu Qi Li Qiyao Deng Zhen Sun Mingcong Yang CVBM 133 32 0 23 Oct 2022
Boomerang: Local sampling on image manifolds using diffusion models Lorenzo Luzi P. Mayer Josue Casco-Rodriguez Ali Siahkoohi Richard G. Baraniuk DiffM 108 20 0 21 Oct 2022
Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data Kazuto Nakashima Y. Iwashita Ryo Kurazume GAN 3DPC 67 17 0 21 Oct 2022
UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single Image Dani Valevski Matan Kalman Eyal Molad Eyal Segalis Yossi Matias Yaniv Leviathan DiffM 111 41 0 17 Oct 2022
What's in a Decade? Transforming Faces Through Time Eric Chen Jin Sun Apoorv Khandelwal Dani Lischinski Noah Snavely Hadar Averbuch-Elor 102 7 0 13 Oct 2022
Understanding Impacts of Task Similarity on Backdoor Attack and Detection Di Tang Rui Zhu Wenyuan Xu Haixu Tang Yi Chen AAML 118 5 0 12 Oct 2022
Adma-GAN: Attribute-Driven Memory Augmented GANs for Text-to-Image Generation Xintian Wu Hanbin Zhao Liangli Zheng Shouhong Ding Xi Li 65 15 0 28 Sep 2022
VToonify: Controllable High-Resolution Portrait Video Style Transfer Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy VGen DiffM 89 36 0 22 Sep 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models Chen Henry Wu Saman Motamed Shaunak Srivastava Fernando de la Torre VLM DiffM 72 35 0 14 Sep 2022
3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation Junshu Tang Bo Zhang Binxin Yang Ting Zhang Dong Chen Lizhuang Ma Fang Wen 3DH 99 19 0 12 Sep 2022
Generalized One-shot Domain Adaptation of Generative Adversarial Networks Zicheng Zhang Yinglu Liu Congying Han Tiande Guo Ting Yao Tao Mei GAN 169 22 0 08 Sep 2022
Learning to regulate 3D head shape by removing occluding hair from in-the-wild images S. Anisetty V. Saravanabavan Cai Yiyu 3DH 64 0 0 25 Aug 2022
High-Fidelity Image Inpainting with GAN Inversion Yongsheng Yu Libo Zhang Hengrui Fan Tiejian Luo 71 27 0 25 Aug 2022
Maximum Likelihood on the Joint (Data, Condition) Distribution for Solving Ill-Posed Problems with Conditional Flow Models John Shelton Hyatt 74 1 0 24 Aug 2022
3D-FM GAN: Towards 3D-Controllable Face Manipulation Yuchen Liu Zhixin Shu Yijun Li Zhe Lin Richard Y. Zhang S. Kung CVBM 70 28 0 24 Aug 2022
Modelling Latent Dynamics of StyleGAN using Neural ODEs Weihao Xia Yujiu Yang Jing-Hao Xue 65 0 0 23 Aug 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 262 1,796 0 02 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 179 1,905 0 02 Aug 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 101 28 0 19 Jul 2022
Cycle Encoding of a StyleGAN Encoder for Improved Reconstruction and Editability Xudong Mao Liujuan Cao Aurele Tohokantche Gnanha Zhenguo Yang Qing Li Rongrong Ji 116 8 0 19 Jul 2022
Comparing the latent space of generative models Andrea Asperti Valerio Tonelli DRL 79 13 0 14 Jul 2022
Going the Extra Mile in Face Image Quality Assessment: A Novel Database and Model Shaolin Su Hanhe Lin Vlad Hosu Oliver Wiedemann Jinqiu Sun Yu Zhu Hantao Liu Yanning Zhang Dietmar Saupe CVBM 90 21 0 11 Jul 2022
DCT-Net: Domain-Calibrated Translation for Portrait Stylization Yifang Men Yuan Yao Miaomiao Cui Zheng Lian Xuansong Xie DiffM 57 8 0 06 Jul 2022
Exploring the solution space of linear inverse problems with GAN latent geometry Antonio Montanaro D. Valsesia E. Magli 26 4 0 01 Jul 2022
Neural Parameterization for Dynamic Human Head Editing Li Ma Xiaoyu Li J. Liao Xuan Wang Qi Zhang Jue Wang Pedro Sander 3DH 203 19 0 01 Jul 2022
Sound Model Factory: An Integrated System Architecture for Generative Audio Modelling L. Wyse Purnima Kamath Chitralekha Gupta 41 9 0 27 Jun 2022
Temporally Consistent Semantic Video Editing Yiran Xu Badour Albahar Jia-Bin Huang 119 28 0 21 Jun 2022
Diffeomorphic Counterfactuals with Generative Models Ann-Kathrin Dombrowski Jan E. Gerken Klaus-Robert Muller Pan Kessel DiffM BDL 125 17 0 10 Jun 2022
Gradient Obfuscation Gives a False Sense of Security in Federated Learning Kai Yue Richeng Jin Chau-Wai Wong D. Baron H. Dai FedML 125 48 0 08 Jun 2022
Blended Latent Diffusion Omri Avrahami Ohad Fried Dani Lischinski DiffM 190 394 0 06 Jun 2022
IDE-3D: Interactive Disentangled Editing for High-Resolution 3D-aware Portrait Synthesis Jingxiang Sun Xinyu Wang Yichun Shi Lizhen Wang Jue Wang Yebin Liu DiffM 227 9 0 31 May 2022