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Diffusion Model-Based Image Editing: A Survey

27 February 2024

Yi Huang

Jiancheng Huang

Yifan Liu

Wei Xiong

Liangliang Cao

Papers citing "Diffusion Model-Based Image Editing: A Survey"

50 / 359 papers shown

Title
Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion Model Xinyu Zhang Jiaxian Guo Paul D. Yoo Yutaka Matsuo Yusuke Iwasawa DiffM 85 22 0 13 Jun 2023
Improving Tuning-Free Real Image Editing with Proximal Guidance Ligong Han Song Wen Qi Chen Zhixing Zhang Kunpeng Song ... Qilong Zhangli Jindong Jiang Zhaoyang Xia Akash Srivastava Dimitris N. Metaxas DiffM 89 62 0 08 Jun 2023
A Comprehensive Survey on Generative Diffusion Models for Structured Data Heejoon Koo To Eun Kim DiffM MedIm 60 7 0 07 Jun 2023
User-friendly Image Editing with Minimal Text Input: Leveraging Captioning and Injection Techniques Sunwoo Kim Wooseok Jang Hyunsung Kim Junho Kim Yunjey Choi Seung Wook Kim Gayeong Lee DiffM 63 6 0 05 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 104 265 0 01 Jun 2023
StyleDrop: Text-to-Image Generation in Any Style Kihyuk Sohn Nataniel Ruiz Kimin Lee Daniel Castro Chin Irina Blok ... Yuanzhen Li Yuan Hao Irfan Essa Michael Rubinstein Dilip Krishnan 60 152 0 01 Jun 2023
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds Yanyu Li Huan Wang Qing Jin Ju Hu Pavlo Chemerys Yun Fu Yanzhi Wang Sergey Tulyakov Jian Ren VLM 115 165 0 01 Jun 2023
Differential Diffusion: Giving Each Pixel Its Strength E. Levin Ohad Fried DiffM 74 21 0 01 Jun 2023
FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models Hao Zhang Yanbo Xu Tianyuan Dai Yu-Wing Tai Chi-Keung Tang DiffM 47 5 0 01 Jun 2023
Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images Peyman Gholami R. Xiao DiffM 99 3 0 31 May 2023
LayerDiffusion: Layered Controlled Image Editing with Diffusion Models Pengzhi Li Qinxuan Huang Yikang Ding Zhiheng Li DiffM 72 38 0 30 May 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models Yuchao Gu Xintao Wang Jay Zhangjie Wu Yujun Shi Yunpeng Chen ... Shuning Chang Wei Wu Yixiao Ge Ying Shan Mike Zheng Shou DiffM 113 177 0 29 May 2023
Photoswap: Personalized Subject Swapping in Images Jing Gu Yilin Wang Nanxuan Zhao Tsu-Jui Fu Wei Xiong ... Zhifei Zhang He Zhang Jianming Zhang Hyun-Sun Jung Xin Eric Wang DiffM 88 43 0 29 May 2023
InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions Qian Wang Biao Zhang Michael Birsak Peter Wonka DiffM 64 37 0 29 May 2023
Conditional Score Guidance for Text-Driven Image-to-Image Translation Hyunsoo Lee Minsoo Kang Bohyung Han DiffM 37 15 0 29 May 2023
Text-to-image Editing by Image Information Removal Zhongping Zhang Jian Zheng Jacob Zhiyuan Fang Bryan A. Plummer DiffM 77 13 0 27 May 2023
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference Zihao Yu Haoyang Li Fangcheng Fu Xupeng Miao Tengjiao Wang DiffM 78 8 0 27 May 2023
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models Daiki Miyake Akihiro Iohara Yuriko Saito Toshiyuki Tanaka DiffM 89 120 0 26 May 2023
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models Shihao Zhao Dongdong Chen Yen-Chun Chen Jianmin Bao Shaozhe Hao Lu Yuan Kwan-Yee K. Wong 109 267 0 25 May 2023
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models Xingqian Xu Jiayi Guo Zhangyang Wang Gao Huang Irfan Essa Humphrey Shi VLM DiffM 93 61 0 25 May 2023
Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models Jooyoung Choi Yunjey Choi Yunji Kim Junho Kim Sung-Hoon Yoon DiffM 86 57 0 25 May 2023
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation Dongxu Yue Qin Guo Munan Ning Jiaxi Cui Yuesheng Zhu Liuliang Yuan DiffM 66 13 0 24 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 87 41 0 23 May 2023
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On Davide Morelli Alberto Baldrati Giuseppe Cartella Marcella Cornia Marco Bertini Rita Cucchiara DiffM 119 115 0 22 May 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen Yulun Zhang Ding Liu Bin Xia Jinjin Gu Lingyu Kong X. Yuan DiffM 93 73 0 22 May 2023
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild Can Qin Shu Zhen Zhang Ning Yu Yihao Feng Xinyi Yang ... Caiming Xiong Silvio Savarese Stefano Ermon Yun Fu Ran Xu 86 136 0 18 May 2023
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold Xingang Pan A. Tewari Thomas Leimkuhler Lingjie Liu Abhimitra Meka Christian Theobalt DiffM 97 245 0 18 May 2023
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models Songwei Ge Seungjun Nah Guilin Liu Tyler Poon Andrew Tao Bryan Catanzaro David Jacobs Jia-Bin Huang Ming-Yuan Liu Yogesh Balaji DiffM VGen 107 260 0 17 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 157 321 0 11 May 2023
Null-text Guidance in Diffusion Models is Secretly a Cartoon-style Creator Jing Zhao Heliang Zheng Chaoyue Wang Long Lan Wanrong Huang Wenjing Yang DiffM 82 10 0 11 May 2023
Relightify: Relightable 3D Faces from a Single Image via Diffusion Models Foivos Paraperas-Papantoniou Alexandros Lattas Stylianos Moschoglou Stefanos Zafeiriou 86 37 0 10 May 2023
iEdit: Localised Text-guided Image Editing with Weak Supervision Rumeysa Bodur Erhan Gundogdu Binod Bhattarai Tae-Kyun Kim M. Donoser Loris Bazzani DiffM 62 15 0 10 May 2023
ImageBind: One Embedding Space To Bind Them All Rohit Girdhar Alaaeldin El-Nouby Zhuang Liu Mannat Singh Kalyan Vasudev Alwala Armand Joulin Ishan Misra VLM 176 941 0 09 May 2023
ReGeneration Learning of Diffusion Models with Rich Prompts for Zero-Shot Image Translation Yupei Lin Senyang Zhang Xiaojun Yang Tianlin Li Yukai Shi DiffM 40 7 0 08 May 2023
Prompt Tuning Inversion for Text-Driven Image Editing Using Diffusion Models Wenkai Dong Song Xue Xiaoyue Duan Shumin Han DiffM 95 62 0 08 May 2023
Key-Locked Rank One Editing for Text-to-Image Personalization Yoad Tewel Rinon Gal Gal Chechik Yuval Atzmon DiffM 218 173 0 02 May 2023
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation Zeyu Lu Chengyue Wu Xinyuan Chen Yaohui Wang Junlin Wu Yu Qiao Xihui Liu DiffM 73 17 0 24 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 219 1,104 0 18 Apr 2023
Visual Instruction Tuning Haotian Liu Chunyuan Li Qingyang Wu Yong Jae Lee SyDa VLM MLLM 571 4,925 0 17 Apr 2023
Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation Jie An Songyang Zhang Harry Yang Sonal Gupta Jia-Bin Huang Jiebo Luo Xiaoyue Yin DiffM VGen 94 112 0 17 Apr 2023
MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing Ming Cao Xintao Wang Zhongang Qi Ying Shan Xiaohu Qie Yinqiang Zheng DiffM 98 467 0 17 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 76 112 0 17 Apr 2023
Delta Denoising Score Amir Hertz Kfir Aberman Daniel Cohen-Or DiffM 96 97 0 14 Apr 2023
Inpaint Anything: Segment Anything Meets Image Inpainting Tao Yu Runsen Feng Ruoyu Feng Jinming Liu Xin Jin Wenjun Zeng Zhibo Chen DiffM 107 224 0 13 Apr 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 137 82 0 13 Apr 2023
DiffusionRig: Learning Personalized Priors for Facial Appearance Editing Zheng Ding X. Zhang Zhihao Xia Lars Jebe Zhuowen Tu Xiuming Zhang DiffM 72 66 0 13 Apr 2023
An Edit Friendly DDPM Noise Space: Inversion and Manipulations Inbar Huberman-Spiegelglas Vladimir Kulikov T. Michaeli DiffM 94 153 0 12 Apr 2023
Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models Nikita Starodubcev Dmitry Baranchuk Valentin Khrulkov Artem Babenko DiffM 89 4 0 10 Apr 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe Lin H. J. Jung DiffM 170 294 0 06 Apr 2023
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models Guanhua Zhang Jiabao Ji Yang Zhang Mo Yu Tommi Jaakkola Shiyu Chang DiffM 92 66 0 06 Apr 2023