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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
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 87 24 0 30 Jun 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 102 25 0 26 Jun 2024
Test-Time Generative Augmentation for Medical Image Segmentation Xiao Ma Yuhui Tao Yuhan Zhang Zexuan Ji Yizhe Zhang Qiang Chen MedIm 78 1 0 25 Jun 2024
A3D: Does Diffusion Dream about 3D Alignment? Savva Ignatyev Nina Konovalova Daniil Selikhanovych Nikolay Patakin Nikolay Patakin ... Anton Konushin Peter Wonka Alexander Filippov Peter Wonka Evgeny Burnaev DiffM 159 1 0 21 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 188 42 0 17 Jun 2024
Neural Gaffer: Relighting Any Object via Diffusion Haian Jin Yuan Li Fujun Luan Yuanbo Xiangli Sai Bi Kai Zhang Zexiang Xu Jin Sun Noah Snavely 73 22 0 11 Jun 2024
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing Ling Yang Bo-Wen Zeng Jiaming Liu Hong Li Minghao Xu Wentao Zhang Shuicheng Yan DiffM 79 16 0 23 May 2024
Conditioning diffusion models by explicit forward-backward bridging Adrien Corenflos Zheng Zhao Simo Särkkä Jens Sjölund Thomas B. Schön DiffM 117 6 0 22 May 2024
Exploring Text-Guided Single Image Editing for Remote Sensing Images Fangzhou Han Hui Xiong Hongwei Dong Lamei Zhang Hao Chen Bo Du DiffM 69 1 0 09 May 2024
MMTryon: Multi-Modal Multi-Reference Control for High-Quality Fashion Generation Xujie Zhang Ente Lin Xiu Li Yuxuan Luo Michael C. Kampffmeyer Xin Dong Xiaodan Liang 94 12 0 01 May 2024
Streamlining Image Editing with Layered Diffusion Brushes Peyman Gholami Robert Xiao DiffM 84 1 0 01 May 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Pengnian Qi Zhiyu Li 102 10 0 25 Apr 2024
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing Mude Hui Siwei Yang Bingchen Zhao Yichun Shi Heng Wang Peng Wang Yuyin Zhou Cihang Xie 82 73 0 15 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 91 17 0 13 Apr 2024
Benchmarking Counterfactual Image Generation Thomas Melistas Nikos Spyrou Nefeli Gkouti Pedro Sanchez Athanasios Vlontzos Yannis Panagakis G. Papanastasiou Sotirios A. Tsaftaris EGVM CML 113 11 0 29 Mar 2024
OMG: Occlusion-friendly Personalized Multi-concept Generation in Diffusion Models Zhe Kong Yong Zhang Tianyu Yang Tao Wang Kaihao Zhang Bizhu Wu Guanying Chen Wei Liu Wenhan Luo DiffM 93 31 0 16 Mar 2024
IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation Yizhi Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Soo Ye Kim He Zhang Wei Xiong Daniel G. Aliaga DiffM 97 41 0 15 Mar 2024
LightIt: Illumination Modeling and Control for Diffusion Models Peter Kocsis Julien Philip Kalyan Sunkavalli Matthias Nießner Yannick Hold-Geoffroy 61 24 0 15 Mar 2024
BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion Xu Ju Xian Liu Xintao Wang Hao Wang Ying Shan Qiang Xu 88 76 0 11 Mar 2024
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 108 12 0 08 Mar 2024
InstructGIE: Towards Generalizable Image Editing Zichong Meng Changdi Yang Jun Liu Hao Tang Pu Zhao Yanzhi Wang DiffM 86 9 0 08 Mar 2024
DiLightNet: Fine-grained Lighting Control for Diffusion-based Image Generation Chong Zeng Yue Dong Pieter Peers Youkang Kong Hongzhi Wu Xin Tong 111 34 0 19 Feb 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 89 156 0 24 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 98 41 0 01 Jan 2024
ZONE: Zero-Shot Instruction-Guided Local Editing Shanglin Li Bo-Wen Zeng Yutang Feng Sicheng Gao Xuhui Liu ... Li Lin Xu Tang Yao Hu Jianzhuang Liu Baochang Zhang DiffM 90 36 0 28 Dec 2023
Tuning-Free Inversion-Enhanced Control for Consistent Image Editing Xiaoyue Duan Shuhao Cui Guoliang Kang Baochang Zhang Zhengcong Fei Mingyuan Fan Junshi Huang DiffM 54 9 0 22 Dec 2023
HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models Hayk Manukyan Andranik Sargsyan Barsegh Atanyan Zhangyang Wang Shant Navasardyan Humphrey Shi DiffM 77 31 0 21 Dec 2023
Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation Qin Guo Tianwei Lin DiffM 68 35 0 15 Dec 2023
One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng Ashwini Pokle Trevor Killeen 71 33 0 12 Dec 2023
Relightful Harmonization: Lighting-aware Portrait Background Replacement Mengwei Ren Wei Xiong Jae Shin Yoon Zhixin Shu Jianming Zhang HyunJoon Jung Guido Gerig He Zhang DiffM 77 24 0 11 Dec 2023
SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models Yuzhou Huang Liangbin Xie Xintao Wang Ziyang Yuan Xiaodong Cun ... Jiantao Zhou Chao Dong Rui Huang Ruimao Zhang Ying Shan DiffM 68 77 0 11 Dec 2023
InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following Shufan Li Harkanwar Singh Aditya Grover DiffM 80 10 0 11 Dec 2023
SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control Jaskirat Singh Jianming Zhang Qing Liu Cameron Smith Zhe Lin Liang Zheng DiffM 73 11 0 08 Dec 2023
WarpDiffusion: Efficient Diffusion Model for High-Fidelity Virtual Try-on xujie zhang Xiu Li Michael C. Kampffmeyer Xin Dong Zhenyu Xie Feida Zhu Haoye Dong Xiaodan Liang DiffM 104 16 0 06 Dec 2023
A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting Junhao Zhuang Yanhong Zeng Wenran Liu Chun Yuan Kai Chen DiffM 121 78 0 06 Dec 2023
Personalized Face Inpainting with Diffusion Models by Parallel Visual Attention Jianjin Xu Saman Motamed Praneetha Vaddamanu C. Wu Christian Haene Jean-Charles Bazin Fernando de la Torre 74 13 0 06 Dec 2023
DreamInpainter: Text-Guided Subject-Driven Image Inpainting with Diffusion Models Shaoan Xie Yang Zhao Zhisheng Xiao Kelvin C. K. Chan Yandong Li Yanwu Xu Kun Zhang Tingbo Hou DiffM 84 27 0 05 Dec 2023
StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On Jeongho Kim Gyojung Gu Minho Park S. Park Jaegul Choo DiffM 91 103 0 04 Dec 2023
Lasagna: Layered Score Distillation for Disentangled Object Relighting D. Bashkirova Arijit Ray Rupayan Mallick Sarah Adel Bargal Jianming Zhang Ranjay Krishna Kate Saenko 78 4 0 30 Nov 2023
Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing Hyelin Nam Gihyun Kwon Geon Yeong Park Jong Chul Ye DiffM 68 29 0 30 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 209 389 0 28 Nov 2023
LEDITS++: Limitless Image Editing using Text-to-Image Models Manuel Brack Felix Friedrich Katharina Kornmeier Linoy Tsaban P. Schramowski Kristian Kersting Apolinário Passos DiffM 91 76 0 28 Nov 2023
Text-Driven Image Editing via Learnable Regions Yuanze Lin Yi-Wen Chen Yi-Hsuan Tsai Lu Jiang Ming-Hsuan Yang DiffM 91 20 0 28 Nov 2023
CoSeR: Bridging Image and Language for Cognitive Super-Resolution Haoze Sun Wenbo Li Jianzhuang Liu Haoyu Chen Renjing Pei X. Zou Youliang Yan Yujiu Yang SupR 127 46 0 27 Nov 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 281 1,188 0 25 Nov 2023
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning Jiaxi Lv Yi Huang Mingfu Yan Jiancheng Huang Jianzhuang Liu Yifan Liu Yafei Wen Xiaoxin Chen Shifeng Chen VGen DiffM 98 24 0 21 Nov 2023
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning Rohit Girdhar Mannat Singh Andrew Brown Quentin Duval S. Azadi Sai Saketh Rambhatla Akbar Shah Xi Yin Devi Parikh Ishan Misra DiffM VGen 124 208 0 17 Nov 2023
Emu Edit: Precise Image Editing via Recognition and Generation Tasks Shelly Sheynin Adam Polyak Uriel Singer Yuval Kirstain Amit Zohar Oron Ashual Devi Parikh Yaniv Taigman 78 153 0 16 Nov 2023
Image-Based Virtual Try-On: A Survey Dan Song Xuanpu Zhang Juan Zhou Weizhi Nie Ruofeng Tong Mohan Kankanhalli Anan Liu 81 16 0 08 Nov 2023
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing Shen Nie Hanzhong Guo Cheng Lu Yuhao Zhou Chenyu Zheng Chongxuan Li DiffM 119 43 0 02 Nov 2023