GAN Inversion: A Survey

14 January 2021

Yujiu Yang

Ming-Hsuan Yang

Papers citing "GAN Inversion: A Survey"

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Title
S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing Guangzhi Wang Tianyi Chen Kamran Ghasedi HsiangTao Wu Tianyu Ding Chris Nuesmeyer Ilya Zharkov Mohan Kankanhalli Luming Liang 42 1 0 11 Apr 2024
GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models Zewei Zhang Huan Liu Jun Chen Xiangyu Xu DiffM 34 9 0 10 Apr 2024
GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image Chong Bao Yinda Zhang Yuan Li Xiyu Zhang Bangbang Yang Hujun Bao Marc Pollefeys Guofeng Zhang Zhaopeng Cui DiffM 47 5 0 02 Apr 2024
A Unified and Interpretable Emotion Representation and Expression Generation Reni Paskaleva Mykyta Holubakha Andela Ilic Saman Motamed Luc Van Gool D. Paudel 41 2 0 01 Apr 2024
Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation Haofeng Liu Chenshu Xu Yifei Yang Lihua Zeng Shengfeng He DiffM 66 23 0 01 Apr 2024
GANTASTIC: GAN-based Transfer of Interpretable Directions for Disentangled Image Editing in Text-to-Image Diffusion Models Yusuf Dalva Hidir Yesiltepe Pinar Yanardag DiffM 32 2 0 28 Mar 2024
Makeup Prior Models for 3D Facial Makeup Estimation and Applications Xingchao Yang Takafumi Taketomi Yuki Endo Yoshihiro Kanamori 41 3 0 26 Mar 2024
Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image Yiqun Mei Yu Zeng He Zhang Zhixin Shu Xuaner Zhang Sai Bi Jianming Zhang HyunJoon Jung Vishal M. Patel 53 13 0 14 Mar 2024
Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing Wonjun Kang Kevin Galim Hyung Il Koo DiffM 39 5 0 14 Mar 2024
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation PengFei Zheng Yonggang Zhang Zhen Fang Tongliang Liu Defu Lian Bo Han DiffM 50 8 0 13 Mar 2024
Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization Jinlu Zhang Yiyi Zhou Qiancheng Zheng Xiaoxiong Du Gen Luo Jun Peng Xiaoshuai Sun Rongrong Ji 3DH 32 3 0 11 Mar 2024
Latent Dataset Distillation with Diffusion Models Brian B. Moser Federico Raue Sebastián M. Palacio Stanislav Frolov Andreas Dengel DD 56 13 0 06 Mar 2024
A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation Hanxi Li Zhengxun Zhang Hao Chen Lin Wu Bo Li Deyin Liu Mingwen Wang 55 2 0 29 Feb 2024
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding Guangyi Liu Yu Wang Zeyu Feng Qiyu Wu Liping Tang ... Shuguang Cui Julian McAuley Zichao Yang Eric P. Xing Zhiting Hu DiffM 80 3 0 29 Feb 2024
Visual Concept-driven Image Generation with Text-to-Image Diffusion Model Tanzila Rahman Shweta Mahajan Hsin-Ying Lee Jian Ren Sergey Tulyakov Leonid Sigal 88 4 0 18 Feb 2024
Machine Unlearning for Image-to-Image Generative Models Guihong Li Hsiang Hsu Chun-Fu Chen R. Marculescu MU VLM 82 26 0 01 Feb 2024
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Jonas Ricker Denis Lukovnikov Asja Fischer 43 31 0 31 Jan 2024
Beyond Inserting: Learning Identity Embedding for Semantic-Fidelity Personalized Diffusion Generation Yang Li Songlin Yang Wei Wang Jing Dong DiffM 38 1 0 31 Jan 2024
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled Shengchao Liu Chengpeng Wang Jiarui Lu Weili Nie Hanchen Wang Zhuoxinran Li Bolei Zhou Jian Tang 43 3 0 29 Jan 2024
CCA: Collaborative Competitive Agents for Image Editing Tiankai Hang Shuyang Gu Dong Chen Xin Geng Baining Guo 45 5 0 23 Jan 2024
DITTO: Diffusion Inference-Time T-Optimization for Music Generation Zachary Novack Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan DiffM 39 34 0 22 Jan 2024
Edit One for All: Interactive Batch Image Editing Thao Nguyen Utkarsh Ojha Yuheng Li Haotian Liu Yong Jae Lee DiffM 40 2 0 18 Jan 2024
Data-Agnostic Face Image Synthesis Detection Using Bayesian CNNs Roberto Leyva Victor Sanchez Gregory Epiphaniou Carsten Maple CVBM 33 5 0 08 Jan 2024
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision Qi Mao Chongyu Wang Meng Wang Shiqi Wang Ruijie Chen Libiao Jin Siwei Ma 45 14 0 25 Dec 2023
EGAIN: Extended GAn INversion Wassim Kabbani Marcel Grimmer Christoph Busch CVBM 40 2 0 22 Dec 2023
FAST: Feature Aware Similarity Thresholding for Weak Unlearning in Black-Box Generative Models Subhodip Panda AP Prathosh MU AAML 35 1 0 22 Dec 2023
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 34 8 0 11 Dec 2023
NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models Yusuf Dalva Pinar Yanardag DiffM 34 19 0 08 Dec 2023
Multi-view Inversion for 3D-aware Generative Adversarial Networks Florian Barthel Anna Hilsmann Peter Eisert 40 2 0 08 Dec 2023
GenDeF: Learning Generative Deformation Field for Video Generation Wen Wang Kecheng Zheng Qiuyu Wang Hao Chen Zifan Shi Ceyuan Yang Yujun Shen Chunhua Shen VGen DiffM 54 2 0 07 Dec 2023
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models Jiayi Guo Xingqian Xu Yifan Pu Zanlin Ni Chaofei Wang Manushree Vasu Shiji Song Gao Huang Humphrey Shi DiffM 34 28 0 07 Dec 2023
On Exact Inversion of DPM-Solvers Seongmin Hong Kyeonghyun Lee Suh Yoon Jeon Hyewon Bae Se Young Chun DiffM 39 21 0 30 Nov 2023
High-Quality Face Caricature via Style Translation Lamyanba Laishram Muhammad Shaheryar Jong Taek Lee Soon Ki Jung CVBM 3DH 34 4 0 22 Nov 2023
An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image Synthesis Aishwarya Agarwal Srikrishna Karanam Tripti Shukla Balaji Vasan Srinivasan DiffM 103 20 0 20 Nov 2023
Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging M. Carioni Subhadip Mukherjee Hongwei Tan Junqi Tang MedIm 42 3 0 15 Nov 2023
Three-dimensional Bone Image Synthesis with Generative Adversarial Networks Christoph Angermann Johannes Bereiter-Payr Kerstin Stock Markus Haltmeier Gerald Degenhart MedIm 35 1 0 26 Oct 2023
Object-aware Inversion and Reassembly for Image Editing Zhen Yang Dinggang Gui Wen Wang Hao Chen Bohan Zhuang Chunhua Shen DiffM 38 15 0 18 Oct 2023
Discovery and Expansion of New Domains within Diffusion Models Ye Zhu Yu Wu Duo Xu Zhiwei Deng Yan Yan Olga Russakovsky DiffM 36 1 0 13 Oct 2023
Worst-Case Morphs using Wasserstein ALI and Improved MIPGAN Una M. Kelly Meike Nauta Lu Liu Luuk J. Spreeuwers Raymond N. J. Veldhuis 21 1 0 12 Oct 2023
Learning Energy-Based Prior Model with Diffusion-Amortized MCMC Peiyu Yu Y. Zhu Sirui Xie Xiaojian Ma Ruiqi Gao Song-Chun Zhu Ying Nian Wu DiffM 39 12 0 05 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 36 18 0 03 Oct 2023
Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code Xu Ju Ailing Zeng Hao Wang Shaoteng Liu Qiang Xu DiffM 45 68 0 02 Oct 2023
Seal2Real: Prompt Prior Learning on Diffusion Model for Unsupervised Document Seal Data Generation and Realisation Jiancheng Huang Yifan Liu Yi Huang Shifeng Chen DiffM VLM 26 4 0 01 Oct 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 41 3 0 30 Sep 2023
TextCLIP: Text-Guided Face Image Generation And Manipulation Without Adversarial Training Xiaozhou You Jian Zhang CLIP VLM 15 0 0 21 Sep 2023
Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups Parsa Rahimi Christophe Ecabert S´ebastien Marcel CVBM 34 5 0 15 Sep 2023
AdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness Liyao Jiang Chenglin Li Haolan Chen Xiao-Rong Gao Xinwang Zhong Yang Qiu Shani Ye Di Niu 33 0 0 15 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 108 196 0 12 Sep 2023
On the Fine-Grained Hardness of Inverting Generative Models Feyza Duman Keles Chinmay Hegde 30 1 0 11 Sep 2023
Angle Range and Identity Similarity Enhanced Gaze and Head Redirection based on Synthetic data Jiawei Qin Xueting Wang CVBM 25 0 0 11 Sep 2023