GAN Inversion: A Survey

14 January 2021

Yujiu Yang

Ming-Hsuan Yang

Papers citing "GAN Inversion: A Survey"

50 / 328 papers shown

Title
Attributing Image Generative Models using Latent Fingerprints Guangyu Nie Changhoon Kim Yezhou Yang Yi Ren WIGM DiffM 49 14 0 17 Apr 2023
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs Moayed Haji-Ali Andrew Bond Tolga Birdal Duygu Ceylan Levent Karacan Erkut Erdem Aykut Erdem VGen DiffM 136 2 0 12 Apr 2023
Controllable Textual Inversion for Personalized Text-to-Image Generation Jianan Yang Haobo Wang Yanming Zhang Rui Xiao Sai Wu Gang Chen Jiaqi Zhao DiffM 32 12 0 11 Apr 2023
3D GANs and Latent Space: A comprehensive survey S. Tata Subhankar Mishra 41 0 0 08 Apr 2023
Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field Leheng Li Qing Lian Luozhou Wang Ningning Ma Yingke Chen 34 16 0 07 Apr 2023
One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era Chaoning Zhang Chenshuang Zhang Chenghao Li Yu Qiao Sheng Zheng ... Sung-Ho Bae Lik-Hang Lee Pan Hui In So Kweon Choong Seon Hong LM&MA AI4MH LRM ELM 44 130 0 04 Apr 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs Anna Frühstück N. Sarafianos Yuanlu Xu Peter Wonka Tony Tung 58 20 0 28 Mar 2023
StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing Senmao Li Joost van de Weijer Taihang Hu Fahad Shahbaz Khan Qibin Hou Yaxing Wang Jian Yang DiffM 46 52 0 28 Mar 2023
Zero-shot Model Diagnosis Jinqi Luo Zhaoning Wang Chen Henry Wu Dong Huang Fernando de la Torre VLM 29 21 0 27 Mar 2023
OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering Zhiyuan Ma Xiangyu Zhu Guojun Qi Zhen Lei Lefei Zhang CVBM 46 58 0 26 Mar 2023
Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis Thuan Hoang Nguyen T. Le Anh Tran 42 3 0 24 Mar 2023
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion Yizhuo Lu Changde Du Dianpeng Wang Huiguang He DiffM 138 42 0 24 Mar 2023
TriPlaneNet: An Encoder for EG3D Inversion A. Bhattarai Matthias Nießner Artem Sevastopolsky 48 34 0 23 Mar 2023
Controllable Inversion of Black-Box Face Recognition Models via Diffusion Manuel Kansy Anton Raël Graziana Mignone Jacek Naruniec Christopher Schroers Markus Gross Romann M. Weber DiffM 79 18 0 23 Mar 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 85 160 0 21 Mar 2023
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches Subhadeep Koley A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 3DH 26 31 0 20 Mar 2023
k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment Minkyu Jeon Hyeon-Jin Park Hyunwoo J. Kim Michael Morley Hyunghoon Cho MedIm 34 4 0 20 Mar 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 35 71 0 17 Mar 2023
Instance-Conditioned GAN Data Augmentation for Representation Learning Pietro Astolfi Arantxa Casanova Jakob Verbeek Pascal Vincent Adriana Romero Soriano M. Drozdzal 26 6 0 16 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 51 176 0 16 Mar 2023
Learning Fractals by Gradient Descent Cheng-Hao Tu Hong-You Chen David Carlyn Wei-Lun Chao 28 2 0 14 Mar 2023
Pedestrian Attribute Editing for Gait Recognition and Anonymization Jingzhe Ma Dingqiang Ye Chao Fan Shiqi Yu CVBM 29 3 0 09 Mar 2023
DiM: Distilling Dataset into Generative Model Kai Wang Jianyang Gu Daquan Zhou Zheng Hua Zhu Wei Jiang Yang You DD 61 41 0 08 Mar 2023
ELODIN: Naming Concepts in Embedding Spaces Rodrigo Mello Filipe Calegario Geber Ramalho DiffM 35 1 0 07 Mar 2023
StyO: Stylize Your Face in Only One-Shot Bonan li Zicheng Zhang Xuecheng Nie Congying Han Yinhan Hu Tiande Guo DiffM 39 6 0 06 Mar 2023
A Lifted Bregman Formulation for the Inversion of Deep Neural Networks Xiaoyu Wang Martin Benning 41 2 0 01 Mar 2023
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation Yuxiang Wei Yabo Zhang Zhilong Ji Jinfeng Bai Lei Zhang W. Zuo DiffM 30 314 0 27 Feb 2023
Makeup Extraction of 3D Representation via Illumination-Aware Image Decomposition Xingchao Yang Takafumi Taketomi Yoshihiro Kanamori DiffM 21 11 0 26 Feb 2023
RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection Shancong Mou Xiaoyi Gu Mengsi Cao Haoping Bai Ping Huang Jiulong Shan Jianjun Shi 21 9 0 24 Feb 2023
Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models Rinon Gal Moab Arar Yuval Atzmon Amit H. Bermano Gal Chechik Daniel Cohen-Or DiffM 48 198 0 23 Feb 2023
ArtiFact: A Large-Scale Dataset with Artificial and Factual Images for Generalizable and Robust Synthetic Image Detection Md Awsafur Rahman Bishmoy Paul Najibul Haque Sarker Zaber Ibn Abdul Hakim S. Fattah 19 28 0 23 Feb 2023
Designing a 3D-Aware StyleNeRF Encoder for Face Editing Songlin Yang Wei Wang Bo Peng Jing Dong CVBM 3DH 29 7 0 19 Feb 2023
Redes Generativas Adversarias (GAN) Fundamentos Teóricos y Aplicaciones J. D. L. Torre GAN 26 1 0 18 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 30 23 0 16 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 43 18 0 13 Feb 2023
In-N-Out: Faithful 3D GAN Inversion with Volumetric Decomposition for Face Editing Yiran Xu Zhixin Shu Cameron Smith Seoung Wug Oh Jia-Bin Huang 3DH CVBM 41 3 0 09 Feb 2023
High-Resolution GAN Inversion for Degraded Images in Large Diverse Datasets Yanbo Wang Chuming Lin Donghao Luo Ying Tai Zhizhong Zhang Yuan Xie 37 6 0 07 Feb 2023
Divide and Compose with Score Based Generative Models S. Ghimire Armand Comas Davin Hill A. Masoomi Mario Sznaier Jennifer Dy DiffM 27 0 0 05 Feb 2023
Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and Manipulation Jingyu Hu Ka-Hei Hui Zhengzhe Liu Ruihui Li Chi-Wing Fu DiffM 31 16 0 01 Feb 2023
What Decreases Editing Capability? Domain-Specific Hybrid Refinement for Improved GAN Inversion Pu Cao Lu Yang Dongxu Liu Zhiwei Liu Shan Li Q. Song 32 6 0 28 Jan 2023
SCARP: 3D Shape Completion in ARbitrary Poses for Improved Grasping Bipasha Sen Aditya Agarwal Gaurav Singh B. Brojeshwar Srinath Sridhar Madhava Krishna 3DPC 40 10 0 17 Jan 2023
FICE: Text-Conditioned Fashion Image Editing With Guided GAN Inversion Martin Pernuš Clinton Fookes Vitomir Štruc Simon Dobrišek DiffM 28 27 0 05 Jan 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 526 0 02 Jan 2023
Image Embedding for Denoising Generative Models Andrea Asperti David Evangelista Samuele Marro Fabio Merizzi DiffM 27 9 0 30 Dec 2022
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models Zijian Zhang Zhou Zhao Zhijie Lin DiffM 35 52 0 26 Dec 2022
HandsOff: Labeled Dataset Generation With No Additional Human Annotations Austin Xu Mariya I. Vasileva Achal Dave Arjun Seshadri 32 7 0 24 Dec 2022
Emotion Selectable End-to-End Text-based Speech Editing Tao Wang Jiangyan Yi Ruibo Fu J. Tao Zhengqi Wen Chu Yuan Zhang 33 2 0 20 Dec 2022
Texture Representation via Analysis and Synthesis with Generative Adversarial Networks Jue-Wen Lin Gaurav Sharma T. Pappas GAN 38 2 0 20 Dec 2022
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion Yushi Lan Xuyi Meng Shuai Yang Chen Change Loy Bo Dai 3DH 3DV 44 30 0 14 Dec 2022
DifFace: Blind Face Restoration with Diffused Error Contraction Zongsheng Yue Chen Change Loy DiffM 37 71 0 13 Dec 2022