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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
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models Lorenzo Baraldi Davide Bucciarelli Federico Betti Marcella Cornia Lorenzo Baraldi N. Sebe Rita Cucchiara 210 0 0 26 May 2025
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Yongliang Wu Zonghui Li Xinting Hu Xinyu Ye Xianfang Zeng Gang Yu Wenbo Zhu Bernt Schiele Ming-Hsuan Yang Xu Yang VLM 82 0 0 22 May 2025
X-Edit: Detecting and Localizing Edits in Images Altered by Text-Guided Diffusion Models Valentina Bazyleva Nicolo Bonettini Gaurav Bharaj DiffM 100 0 0 16 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Wei Chen Ickjai Lee Euijoon Ahn MedIm 72 0 0 09 May 2025
TerraFusion: Joint Generation of Terrain Geometry and Texture Using Latent Diffusion Models Kazuki Higo Toshiki Kanai Yuki Endo Yoshihiro Kanamori 78 0 0 07 May 2025
REED-VAE: RE-Encode Decode Training for Iterative Image Editing with Diffusion Models Gal Almog Ariel Shamir Ohad Fried DiffM 71 0 0 26 Apr 2025
ePBR: Extended PBR Materials in Image Synthesis Yu Guo Zhiqiang Lao Xiyun Song Yubin Zhou Zongfang Lin Heather Yu 67 0 0 23 Apr 2025
Image Editing with Diffusion Models: A Survey Jia Wang Jie Hu Xiaoqi Ma Hanghang Ma Xiaoming Wei Enhua Wu 138 1 0 17 Apr 2025
SPICE: A Synergistic, Precise, Iterative, and Customizable Image Editing Workflow Kenan Tang Yanhong Li Yao Qin DiffM 84 0 0 13 Apr 2025
Parasite: A Steganography-based Backdoor Attack Framework for Diffusion Models Jianfei Chen Yu Pan Yi Du Chunkai Wu Lin Wang DiffM 57 0 0 08 Apr 2025
Leveraging Contrast Information for Efficient Document Shadow Removal Yang Liu Jiancheng Huang Na Liu Mingfu Yan Yi Huang Shifeng Chen 127 0 0 01 Apr 2025
LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing Achint Soni Meet Soni Sirisha Rambhatla DiffM 95 0 0 27 Mar 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 163 1 0 26 Mar 2025
InPO: Inversion Preference Optimization with Reparametrized DDIM for Efficient Diffusion Model Alignment Yaojie Lu Qichao Wang H. Cao Xierui Wang Xiaoyin Xu Min Zhang 102 1 0 24 Mar 2025
Edit Transfer: Learning Image Editing via Vision In-Context Relations Lan Chen Qi Mao Yuchao Gu Mike Zheng Shou 141 4 0 17 Mar 2025
Motion Blender Gaussian Splatting for Dynamic Scene Reconstruction Xinyu Zhang Haonan Chang Yuhan Liu Abdeslam Boularias 3DGS 68 0 0 12 Mar 2025
Get In Video: Add Anything You Want to the Video Shaobin Zhuang Zhipeng Huang Binxin Yang Ying Zhang Fangyikang Wang Canmiao Fu Chong Sun Zheng-Jun Zha Chen Li Yijiao Wang DiffM VGen 102 3 0 08 Mar 2025
Enhancing Monocular 3D Scene Completion with Diffusion Model Changlin Song Jiaqi Wang Liyun Zhu He Weng 3DGS 59 0 0 02 Mar 2025
Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design Masatoshi Uehara Xingyu Su Yulai Zhao Xiner Li Aviv Regev Shuiwang Ji Sergey Levine Tommaso Biancalani 120 3 0 20 Feb 2025
A Comprehensive Survey on Composed Image Retrieval Xuemeng Song Haoqiang Lin Haokun Wen Bohan Hou Mingzhu Xu Liqiang Nie 121 2 0 19 Feb 2025
Assessing the use of Diffusion models for motion artifact correction in brain MRI Paolo Angella Vito Paolo Pastore Matteo Santacesaria MedIm DiffM 93 1 0 03 Feb 2025
Unsupervised Region-Based Image Editing of Denoising Diffusion Models Zechao Li Yue Song R. Tao Xiaohong Jia Yao Zhao Wei Wang DiffM 137 1 0 17 Dec 2024
Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing Jiancheng Huang Yi Huang Jianzhuang Liu Donghao Zhou Yang Liu Shifeng Chen DiffM 146 1 0 15 Dec 2024
Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting Guangben Lu Yuzhen Du Zhimin Sun Ran Yi Yifan Qi Yizhe Tang Tianyi Wang Lizhuang Ma Fangyuan Zou DiffM 95 1 0 05 Dec 2024
DIVE: Taming DINO for Subject-Driven Video Editing Yi Huang Wei Xiong He Zhang Chaoqi Chen Jianzhuang Liu Mingfu Yan Shifeng Chen VGen DiffM 111 1 0 04 Dec 2024
Steering Rectified Flow Models in the Vector Field for Controlled Image Generation Maitreya Patel Song Wen Dimitris N. Metaxas Yezhou Yang DiffM 190 6 0 27 Nov 2024
InsightEdit: Towards Better Instruction Following for Image Editing Yingjing Xu Jie Kong Jiazhi Wang Xiao Pan Bo Lin Qiang Liu DiffM 123 1 0 26 Nov 2024
Boosting 3D Object Generation through PBR Materials Yitong Wang Xudong Xu Li Ma Haobo Wang Bo Dai 109 3 0 25 Nov 2024
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs Teng Zhou Xiaoyu Zhang Yongchuan Tang MLLM DiffM 190 1 0 24 Nov 2024
Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge Yiyang Cai Zhengkai Jiang Yang Liu Chunyang Jiang Wei Xue Wenhan Luo Yike Guo 171 1 0 22 Nov 2024
Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey Xuannan Liu Xing Cui Peipei Li Zekun Li Huaibo Huang Shuhan Xia Miaoxuan Zhang Yueying Zou Ran He AAML 125 11 0 14 Nov 2024
Taming Rectified Flow for Inversion and Editing Jiangshan Wang Junfu Pu Zhongang Qi Jiayi Guo Yue Ma Nisha Huang Yuxin Chen Xiu Li Ying Shan 101 38 0 07 Nov 2024
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives Maitreya Patel Abhiram Kusumba Sheng Cheng Changhoon Kim Tejas Gokhale Chitta Baral Yezhou Yang CoGe CLIP 129 14 0 04 Nov 2024
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image Editing Naufal Suryanto Andro Aprila Adiputra Ahmada Yusril Kadiptya Thi-Thu-Huong Le Derry Pratama Yongsu Kim Howon Kim DiffM 118 0 0 01 Nov 2024
MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models Donghao Zhou Jiancheng Huang J. Bai Jiaze Wang Hao Chen Guangyong Chen Xiaowei Hu Pheng Ann Heng 131 5 0 17 Oct 2024
ChatHouseDiffusion: Prompt-Guided Generation and Editing of Floor Plans Sizhong Qin Chengyu He Qiaoyun Chen Sen Yang Wenjie Liao Yi Gu Xinzheng Lu 81 0 0 15 Oct 2024
MagicEraser: Erasing Any Objects via Semantics-Aware Control Fan Li Zixiao Zhang Yi Huang Jianzhuang Liu Renjing Pei Bin Shao Songcen Xu DiffM 75 8 0 14 Oct 2024
VideoAgent: Self-Improving Video Generation Achint Soni Sreyas Venkataraman Abhranil Chandra Sebastian Fischmeister Percy Liang Bo Dai Sherry Yang LM&Ro VGen 131 11 0 14 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun-Yen Chen Siwei Lyu Can Wang VLM 94 10 0 28 Sep 2024
xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing Haoyi Niu Qimao Chen Tenglong Liu Jianxiong Li Guyue Zhou Yi Zhang Jianming Hu Xianyuan Zhan 80 0 0 13 Sep 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing Yiwei Ma Jiayi Ji Ke Ye Weihuang Lin Zhibin Wang Yonghan Zheng Qiang-feng Zhou Xiaoshuai Sun Rongrong Ji 101 11 0 26 Aug 2024
E-Bench: Subjective-Aligned Benchmark Suite for Text-Driven Video Editing Quality Assessment Shangkun Sun Xiaoyu Liang S. Fan Wenxu Gao Wei-Nan Gao DiffM 88 0 0 21 Aug 2024
TraDiffusion: Trajectory-Based Training-Free Image Generation Mingrui Wu Oucheng Huang Jiayi Ji Jiale Li Xinyue Cai Huafeng Kuang Jianzhuang Liu Xiaoshuai Sun Rongrong Ji 79 3 0 19 Aug 2024
Diffusion Model for Planning: A Systematic Literature Review Toshihide Ubukata Jialong Li Kenji Tei DiffM MedIm 124 9 0 16 Aug 2024
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection Sen Nie Zhuo Wang Xinxin Wang Kun He DiffM 145 0 0 06 Aug 2024
Hyper-parameter tuning for text guided image editing Shiwen Zhang DiffM 96 1 0 31 Jul 2024
Retinex-Diffusion: On Controlling Illumination Conditions in Diffusion Models via Retinex Theory Xiaoyan Xing Vincent Tao Hu J. H. Metzen Konrad Groh Sezer Karaoglu Theo Gevers 74 4 0 29 Jul 2024
CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models Zheng Chong Xiao Dong Haoxiang Li Shiyue Zhang Wenqing Zhang Xujie Zhang Hanqing Zhao D. Jiang Xiaodan Liang DiffM 125 24 0 21 Jul 2024
FreeCompose: Generic Zero-Shot Image Composition with Diffusion Prior Zhekai Chen Wen Wang Zhen Yang Zeqing Yuan Hao Chen Chunhua Shen DiffM 107 3 0 06 Jul 2024
Learning Action and Reasoning-Centric Image Editing from Videos and Simulations Benno Krojer Dheeraj Vattikonda Luis Lara Varun Jampani Eva Portelance Christopher Pal Siva Reddy EGVM VGen 97 7 0 03 Jul 2024