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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
Are These the Same Apple? Comparing Images Based on Object Intrinsics Klemen Kotar Stephen Tian Hong-Xing Yu Daniel L. K. Yamins Jiajun Wu 70 7 0 01 Nov 2023
CustomNet: Zero-shot Object Customization with Variable-Viewpoints in Text-to-Image Diffusion Models Ziyang Yuan Mingdeng Cao Xintao Wang Zhongang Qi Chun Yuan Ying Shan DiffM 84 24 0 30 Oct 2023
Learning to Follow Object-Centric Image Editing Instructions Faithfully Tuhin Chakrabarty Kanishk Singh Arkadiy Saakyan Smaranda Muresan DiffM 70 7 0 29 Oct 2023
CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation Sihan Xu Ziqiao Ma Yidong Huang Honglak Lee Joyce Chai DiffM 103 24 0 19 Oct 2023
Object-aware Inversion and Reassembly for Image Editing Zhen Yang Dinggang Gui Wen Wang Hao Chen Bohan Zhuang Chunhua Shen DiffM 77 19 0 18 Oct 2023
A Survey on Video Diffusion Models Zhen Xing Qijun Feng Haoran Chen Qi Dai Hang-Rui Hu Hang Xu Zuxuan Wu Yu-Gang Jiang EGVM VGen 163 137 0 16 Oct 2023
Uni-paint: A Unified Framework for Multimodal Image Inpainting with Pretrained Diffusion Model Shiyuan Yang Xiaodong Chen Jing Liao DiffM 75 65 0 11 Oct 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 119 111 0 11 Oct 2023
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference Simian Luo Yiqin Tan Longbo Huang Jian Li Hang Zhao DiffM 98 479 0 06 Oct 2023
Magicremover: Tuning-free Text-guided Image inpainting with Diffusion Models Si-hang Yang Lu Zhang Liqian Ma Yu Liu JingJing Fu You He DiffM 55 12 0 04 Oct 2023
EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods Samyadeep Basu Mehrdad Saberi S. Bhardwaj Atoosa Malemir Chegini Daniela Massiceti Maziar Sanjabi S. Hu Soheil Feizi 86 22 0 03 Oct 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 107 460 0 30 Sep 2023
Guiding Instruction-based Image Editing via Multimodal Large Language Models Johannes Frey Wenze Hu Xianzhi Du William Yang Wang Yinfei Yang Zhe Gan 105 98 0 29 Sep 2023
KV Inversion: KV Embeddings Learning for Text-Conditioned Real Image Action Editing Jiarui Yao Yifan Liu Simon S. Du Shifeng Chen DiffM 58 24 0 28 Sep 2023
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack Xiaoliang Dai Ji Hou Chih-Yao Ma Sam S. Tsai Jialiang Wang ... Roshan Sumbaly Vignesh Ramanathan Zijian He Peter Vajda Devi Parikh VLM 89 215 0 27 Sep 2023
Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing Kai Wang Fei Yang Shiqi Yang Muhammad Atif Butt Joost van de Weijer DiffM 105 57 0 27 Sep 2023
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation David Junhao Zhang Jay Zhangjie Wu Jia-Wei Liu Rui Zhao L. Ran Yuchao Gu Difei Gao Mike Zheng Shou DiffM VGen 105 222 0 27 Sep 2023
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models Yaohui Wang Xinyuan Chen Xin Ma Shangchen Zhou Ziqi Huang ... Chen Change Loy Bo Dai Dahua Lin Yu Qiao Ziwei Liu VGen DiffM 96 232 0 26 Sep 2023
FEC: Three Finetuning-free Methods to Enhance Consistency for Real Image Editing Songyan Chen Jiancheng Huang DiffM 43 14 0 26 Sep 2023
Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement Jiancheng Huang Yi-fan Liu Shifeng Chen DiffM 72 7 0 26 Sep 2023
Face Aging via Diffusion-based Editing Xiangyi Chen Stéphane Lathuilière DiffM 72 13 0 20 Sep 2023
Forgedit: Text Guided Image Editing via Learning and Forgetting Shiwen Zhang Shuai Xiao Weilin Huang DiffM 68 21 0 19 Sep 2023
Gradpaint: Gradient-Guided Inpainting with Diffusion Models Asya Grechka Guillaume Couairon Matthieu Cord DiffM 97 13 0 18 Sep 2023
Effective Real Image Editing with Accelerated Iterative Diffusion Inversion Zhihong Pan Riccardo Gherardi Xiufeng Xie Stephen Huang DiffM 74 55 0 10 Sep 2023
MoEController: Instruction-based Arbitrary Image Manipulation with Mixture-of-Expert Controllers Sijia Li Chen Chen H. Lu DiffM 75 10 0 08 Sep 2023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks Zigang Geng Binxin Yang Tiankai Hang Chen Li Shuyang Gu ... Jianmin Bao Zheng Zhang Han Hu DongDong Chen Baining Guo DiffM VLM 108 107 0 07 Sep 2023
Iterative Multi-granular Image Editing using Diffusion Models K. J. Joseph Prateksha Udhayanan Tripti Shukla Aishwarya Agarwal Srikrishna Karanam Koustava Goswami Balaji Vasan Srinivasan DiffM 97 17 0 01 Sep 2023
VideoGen: A Reference-Guided Latent Diffusion Approach for High Definition Text-to-Video Generation Xin Li Wenqing Chu Ye Wu Weihang Yuan Fanglong Liu Qi Zhang Fu Li Haocheng Feng Errui Ding Jingdong Wang VGen 125 53 0 01 Sep 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior X. Lin Jingwen He Zi-Yuan Chen Zhaoyang Lyu Bo Dai Ben Fei Wanli Ouyang Yu Qiao Chao Dong DiffM 82 212 0 29 Aug 2023
A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions Tianyi Zhang Zheng Wang Jin Huang M. M. Tasnim Wei Shi VLM 83 22 0 25 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 100 87 0 18 Aug 2023
Watch Your Steps: Local Image and Scene Editing by Text Instructions Ashkan Mirzaei Tristan Aumentado-Armstrong Marcus A. Brubaker J. Kelly Alex Levinshtein Konstantinos G. Derpanis Igor Gilitschenski DiffM 61 36 0 17 Aug 2023
StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models Zhizhong Wang Lei Zhao Wei Xing DiffM 79 136 0 15 Aug 2023
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Siyi Liu Xiao Han Wei Yang DiffM 114 808 0 13 Aug 2023
ModelScope Text-to-Video Technical Report Jiuniu Wang Hangjie Yuan Dayou Chen Yingya Zhang Xiang Wang Shiwei Zhang VGen DiffM 114 429 0 12 Aug 2023
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation Yasheng Sun Yifan Yang Houwen Peng Yifei Shen Yuqing Yang Hang-Rui Hu Lili Qiu Hideki Koike DiffM LM&Ro 79 39 0 02 Aug 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition Shilin Lu Yanzhu Liu A. Kong 111 101 0 24 Jul 2023
AnyDoor: Zero-shot Object-level Image Customization Xi Chen Lianghua Huang Yu Liu Yujun Shen Deli Zhao Hengshuang Zhao DiffM 122 283 0 18 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 413 12,076 0 18 Jul 2023
HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models Nataniel Ruiz Yuanzhen Li Varun Jampani Wei Wei Tingbo Hou Yael Pritch Neal Wadhwa Michael Rubinstein Kfir Aberman DiffM 87 183 0 13 Jul 2023
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models Chong Mou Xintao Wang Jie Song Ying Shan Jian Zhang DiffM 108 155 0 05 Jul 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 261 2,450 0 04 Jul 2023
LEDITS: Real Image Editing with DDPM Inversion and Semantic Guidance Linoy Tsaban Apolinário Passos DiffM 65 42 0 02 Jul 2023
PFB-Diff: Progressive Feature Blending Diffusion for Text-driven Image Editing Wenjing Huang Shikui Tu Lei Xu DiffM 71 17 0 28 Jun 2023
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models Ximing Xing Chuan Wang Haitao Zhou Jing Zhang Qian Yu Dong Xu DiffM 81 48 0 26 Jun 2023
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing Yujun Shi Chuhui Xue Jun Hao Liew Jiachun Pan Hanshu Yan Wenqing Zhang Vincent Y. F. Tan Song Bai 115 220 0 26 Jun 2023
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing Kai Zhang Lingbo Mo Wenhu Chen Huan Sun Yu-Chuan Su EGVM 205 276 0 16 Jun 2023
Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models Geon Yeong Park Jeongsol Kim Beomsu Kim Sang Wan Lee Jong Chul Ye DiffM 62 22 0 16 Jun 2023
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data Stephanie Fu Netanel Y. Tamir Shobhita Sundaram Lucy Chai Richard Y. Zhang Tali Dekel Phillip Isola EGVM 84 122 0 15 Jun 2023
TryOnDiffusion: A Tale of Two UNets Luyang Zhu Dawei Yang Tyler Lixuan Zhu F. Reda William Chan Chitwan Saharia Mohammad Norouzi Ira Kemelmacher-Shlizerman DiffM 89 111 0 14 Jun 2023