GAN Inversion: A Survey

14 January 2021

Yujiu Yang

Ming-Hsuan Yang

Papers citing "GAN Inversion: A Survey"

50 / 328 papers shown

Title
Effective Real Image Editing with Accelerated Iterative Diffusion Inversion Zhihong Pan Riccardo Gherardi Xiufeng Xie Stephen Huang DiffM 27 51 0 10 Sep 2023
How to Evaluate Semantic Communications for Images with ViTScore Metric? Tingting Zhu Bo Peng Jifan Liang Tingchen Han Hai Wan Jingqiao Fu Junjie Chen 15 5 0 09 Sep 2023
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation Yuhan Wang Liming Jiang Chen Change Loy VGen 45 14 0 31 Aug 2023
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 40 62 0 30 Aug 2023
InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model Jueqi Wang J. Levman W. H. Pinaya Petru-Daniel Tudosiu M. Jorge Cardoso Razvan Marinescu DiffM MedIm 27 21 0 23 Aug 2023
FG-Net: Facial Action Unit Detection with Generalizable Pyramidal Features Yufeng Yin Di Chang Guoxian Song S. Sang Tiancheng Zhi Jing Liu Linjie Luo M. Soleymani CVBM 40 7 0 23 Aug 2023
Example-Based Framework for Perceptually Guided Audio Texture Generation Purnima Kamath Chitralekha Gupta L. Wyse Suranga Nanayakkara 24 4 0 23 Aug 2023
Generative Adversarial Networks Unlearning Hui Sun Tianqing Zhu Wenhan Chang Wanlei Zhou MU GAN 31 6 0 19 Aug 2023
DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models Ruiyuan Gao Chenchen Zhao Lanqing Hong Q. Xu 45 16 0 15 Aug 2023
Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training Ximing Xing Chuan Wang Haitao Zhou Zhihao Hu Chongxuan Li Dong Xu Qian Yu DiffM 24 1 0 15 Aug 2023
RIGID: Recurrent GAN Inversion and Editing of Real Face Videos Yangyang Xu Shengfeng He Kwan-Yee K. Wong Ping Luo 40 9 0 11 Aug 2023
Illumination and Shadows in Head Rotation: experiments with Denoising Diffusion Models Andrea Asperti Gabriele Colasuonno António Guerra DiffM 67 1 0 11 Aug 2023
GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization Hao Fang Bin Chen Xuan Wang Zhi Wang Shutao Xia 57 33 0 09 Aug 2023
MFIM: Megapixel Facial Identity Manipulation Sanghyeon Na PICV CVBM 43 4 0 03 Aug 2023
Circumventing Concept Erasure Methods For Text-to-Image Generative Models Minh Pham Kelly O. Marshall Niv Cohen Govind Mittal Chinmay Hegde DiffM 28 40 0 03 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 33 8 0 31 Jul 2023
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction Thomas Braure Delphine Lazaro David Hateau Vincent Brandon Kévin Ginsburger MedIm 30 0 0 31 Jul 2023
Interpolating between Images with Diffusion Models Clinton Jia Wang Polina Golland DiffM 38 21 0 24 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 32 2 0 21 Jul 2023
HyperReenact: One-Shot Reenactment via Jointly Learning to Refine and Retarget Faces Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 36 35 0 20 Jul 2023
Revisiting Latent Space of GAN Inversion for Real Image Editing Kai Katsumata D. Vo Bei Liu Hideki Nakayama 38 3 0 18 Jul 2023
Diffusion Models Beat GANs on Image Classification Soumik Mukhopadhyay M. Gwilliam Vatsal Agarwal Namitha Padmanabhan A. Swaminathan Srinidhi Hegde Dinesh Manocha Abhinav Shrivastava DiffM 37 45 1 17 Jul 2023
CLIP-Guided StyleGAN Inversion for Text-Driven Real Image Editing A. Baykal Abdul Basit Annes Duygu Ceylan Erkut Erdem Aykut Erdem D. Yurt CLIP 26 15 0 17 Jul 2023
Domain-Agnostic Tuning-Encoder for Fast Personalization of Text-To-Image Models Moab Arar Rinon Gal Yuval Atzmon Gal Chechik Daniel Cohen-Or Ariel Shamir Amit H. Bermano DiffM 51 76 0 13 Jul 2023
Deep Probabilistic Movement Primitives with a Bayesian Aggregator Michael Przystupa Faezeh Haghverd Martin Jägersand Samuele Tosatto 21 6 0 11 Jul 2023
Seeing is not Believing: An Identity Hider for Human Vision Privacy Protection Tao Wang Yushu Zhang Zixuan Yang Hua Zhang Zhongyun Hua PICV CVBM 55 7 0 02 Jul 2023
Generate Anything Anywhere in Any Scene Yuheng Li Haotian Liu Yangming Wen Yong Jae Lee DiffM 67 12 0 29 Jun 2023
ID-Pose: Sparse-view Camera Pose Estimation by Inverting Diffusion Models Weihao Cheng Yan-Pei Cao Ying Shan DiffM 44 6 0 29 Jun 2023
High Fidelity Image Counterfactuals with Probabilistic Causal Models Fabio De Sousa Ribeiro Tian Xia M. Monteiro Nick Pawlowski Ben Glocker DiffM 40 36 0 27 Jun 2023
Domain-Scalable Unpaired Image Translation via Latent Space Anchoring Siyu Huang Jie An D. Wei Zudi Lin Jiebo Luo Hanspeter Pfister 42 2 0 26 Jun 2023
Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces Fahad Shamshad K. Srivatsan Karthik Nandakumar AAML CVBM 29 6 0 22 Jun 2023
AniFaceDrawing: Anime Portrait Exploration during Your Sketching Zhengyu Huang Haoran Xie Tsukasa Fukusato Kazunori Miyata CVBM 24 15 0 13 Jun 2023
TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-Resolution Sha-Wo Huang Xiaohong Liu Tao Tan Menghan Hu Xiaoer Wei Ting Chen Bin Sheng SupR ViT MedIm 40 46 0 11 Jun 2023
Ownership Protection of Generative Adversarial Networks Hailong Hu Jun Pang AAML 26 1 0 08 Jun 2023
A Linearly Convergent GAN Inversion-based Algorithm for Reverse Engineering of Deceptions D. Thaker Paris V. Giampouras René Vidal AAML 32 0 0 07 Jun 2023
ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models Maitreya Patel Tejas Gokhale Chitta Baral Yezhou Yang CoGe 27 16 0 07 Jun 2023
Balancing Reconstruction and Editing Quality of GAN Inversion for Real Image Editing with StyleGAN Prior Latent Space Kai Katsumata D. Vo Bei Liu Hideki Nakayama 28 0 0 31 May 2023
Real-World Image Variation by Aligning Diffusion Inversion Chain Yuechen Zhang Jinbo Xing Eric Lo Jiaya Jia 27 34 0 30 May 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 44 19 0 26 May 2023
Break-A-Scene: Extracting Multiple Concepts from a Single Image Omri Avrahami Kfir Aberman Ohad Fried Daniel Cohen-Or Dani Lischinski VLM DiffM 41 165 0 25 May 2023
A Neural Space-Time Representation for Text-to-Image Personalization Yuval Alaluf Elad Richardson G. Metzer Daniel Cohen-Or DiffM 41 94 0 24 May 2023
Training on Thin Air: Improve Image Classification with Generated Data Yongchao Zhou Hshmat Sahak Jimmy Ba DiffM 24 43 0 24 May 2023
Target-Aware Generative Augmentations for Single-Shot Adaptation Kowshik Thopalli Rakshith Subramanyam Pavan Turaga Jayaraman J. Thiagarajan TTA 50 5 0 22 May 2023
JoIN: Joint GANs Inversion for Intrinsic Image Decomposition Viraj Shah Svetlana Lazebnik Julien Philip GAN 46 2 0 18 May 2023
Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models Krishna Sri Ipsit Mantri Nevasini Sasikumar DiffM 37 1 0 15 May 2023
Prompt Tuning Inversion for Text-Driven Image Editing Using Diffusion Models Wenkai Dong Song Xue Xiaoyue Duan Shumin Han DiffM 50 58 0 08 May 2023
Learning Locally Editable Virtual Humans Hsuan-I Ho Lixin Xue Mingli Song Otmar Hilliges 3DH 54 35 0 28 Apr 2023
SketchXAI: A First Look at Explainability for Human Sketches Zhiyu Qu Yulia Gryaditskaya Ke Li Kaiyue Pang Tao Xiang Yi-Zhe Song 34 8 0 23 Apr 2023
NaviNeRF: NeRF-based 3D Representation Disentanglement by Latent Semantic Navigation Baao Xie Bo Li Zequn Zhang Junting Dong Xin Jin Jingyu Yang Wenjun Zeng 32 9 0 22 Apr 2023
StyleDEM: a Versatile Model for Authoring Terrains Simon Perche A. Peytavie Bedrich Benes Eric Galin Eric Guérin 41 0 0 19 Apr 2023