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"

35 / 85 papers shown

Title
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 27 9 0 23 May 2024
Conditioning diffusion models by explicit forward-backward bridging Adrien Corenflos Zheng Zhao Simo Särkkä Jens Sjölund Thomas B. Schon DiffM 48 5 0 22 May 2024
Exploring Text-Guided Single Image Editing for Remote Sensing Images Fangzhou Han Lingyu Si Hongwei Dong Lamei Zhang Hao Chen Bo Du DiffM 16 1 0 09 May 2024
Streamlining Image Editing with Layered Diffusion Brushes Peyman Gholami Robert Xiao DiffM 14 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 Simin Niu Zhiyu Li 62 7 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 25 37 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 33 11 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 33 5 0 29 Mar 2024
BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion Xu Ju Xian Liu Xintao Wang Yuxuan Bian Ying Shan Qiang Xu 29 64 0 11 Mar 2024
InstructGIE: Towards Generalizable Image Editing Zichong Meng Changdi Yang Jun Liu Hao Tang Pu Zhao Yanzhi Wang DiffM 36 6 0 08 Mar 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 18 30 0 28 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 36 10 0 06 Dec 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 326 0 28 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 150 985 0 25 Nov 2023
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing Kai Zhang Lingbo Mo Wenhu Chen Huan Sun Yu-Chuan Su EGVM 105 235 0 16 Jun 2023
Key-Locked Rank One Editing for Text-to-Image Personalization Yoad Tewel Rinon Gal Gal Chechik Y. Atzmon DiffM 132 168 0 02 May 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe-nan Lin H. J. Jung DiffM 119 272 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 35 59 0 06 Apr 2023
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution Shuyao Shang Zhengyang Shan Guangxing Liu LunQian Wang XingHua Wang Zekai Zhang Jingling Zhang DiffM 39 82 0 15 Mar 2023
Cones: Concept Neurons in Diffusion Models for Customized Generation Zhiheng Liu Ruili Feng Kai Zhu Yifei Zhang Kecheng Zheng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 100 116 0 09 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
Spatial Steerability of GANs via Self-Supervision from Discriminator Jianyuan Wang Lalit Bhagat Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou 17 1 0 20 Jan 2023
Diffusion-based Image Translation using Disentangled Style and Content Representation Gihyun Kwon Jong Chul Ye DiffM 144 149 0 30 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 213 1,277 0 02 Sep 2022
Supervision by Denoising for Medical Image Segmentation Sean I. Young Adrian V. Dalca Enzo Ferrante Polina Golland Christopher A. Metzler Bruce Fischl Juan Eugenio Iglesias 19 3 0 07 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 382 4,010 0 28 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 770 0 27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 200 1,330 0 24 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 322 1,570 0 10 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 209 19,191 0 21 Nov 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 225 2,542 0 25 Jan 2016