Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

2 October 2023

Ailing Zeng

Papers citing "Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"

50 / 55 papers shown

Title
Don't Forget your Inverse DDIM for Image Editing Guillermo Gomez-Trenado Pablo Mesejo Ó. Cordón Stéphane Lathuilière DiffM 28 0 0 14 May 2025
Multi-turn Consistent Image Editing Zijun Zhou Yingying Deng Xiangyu He Weiming Dong Fan Tang 50 0 0 07 May 2025
X-Fusion: Introducing New Modality to Frozen Large Language Models Sicheng Mo Thao Nguyen Xun Huang Siddharth Srinivasan Iyer Yijun Li ... Eli Shechtman Krishna Kumar Singh Yong Jae Lee Bolei Zhou Yuheng Li 77 0 0 29 Apr 2025
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer Zechuan Zhang Ji Xie Yu Lu Zongxin Yang Yuqing Yang DiffM 97 1 0 29 Apr 2025
Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing Taihang Hu Linxuan Li Kai Wang Yaxing Wang Jian Yang Ming-Ming Cheng DiffM VGen 23 0 0 14 Apr 2025
Training-Free Text-Guided Image Editing with Visual Autoregressive Model Yufei Wang Lanqing Guo Z. Li Jiaxing Huang Pichao Wang Bihan Wen J. Wang DiffM 65 1 0 31 Mar 2025
FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing Yufan Ren Zicong Jiang Tong Zhang Søren Forchhammer Sabine Süsstrunk DiffM 61 0 0 24 Mar 2025
Energy-Guided Optimization for Personalized Image Editing with Pretrained Text-to-Image Diffusion Models Rui Jiang Xinghe Fu Guangcong Zheng Teng Li Taiping Yao Xi Li DiffM 70 0 0 06 Mar 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models Rahul Sajnani Jeroen Vanbaar Jie Min Kapil D. Katyal Srinath Sridhar DiffM 59 11 0 03 Jan 2025
Dual-Schedule Inversion: Training- and Tuning-Free Inversion for Real Image Editing Jiancheng Huang Yi Huang Jianzhuang Liu Donghao Zhou Yong-Jin Liu Shifeng Chen DiffM 103 0 0 15 Dec 2024
Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted Inversion Bing Xiong Yue Peng Ranran Zhang Fuqiang Chen JiaYe He Wenjian Qin DiffM 75 2 0 15 Dec 2024
Steering Rectified Flow Models in the Vector Field for Controlled Image Generation Maitreya Patel Song Wen Dimitris N. Metaxas Yezhou Yang DiffM 114 3 0 27 Nov 2024
Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Zitao Shuai Chenwei Wu Zhengxu Tang Bowen Song Liyue Shen DiffM 55 0 0 12 Nov 2024
Novel Object Synthesis via Adaptive Text-Image Harmony Zeren Xiong Zedong Zhang Zikun Chen Shuo Chen Xianrui Li Gan Sun Jian Yang Jun Li DiffM 40 4 0 28 Oct 2024
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models Xiaoxiao He Ligong Han Quan Dao Song Wen Minhao Bai ... Hongdong Li Junzhou Huang Faez Ahmed Akash Srivastava Dimitris Metaxas DiffM SyDa 40 4 0 10 Oct 2024
PixLens: A Novel Framework for Disentangled Evaluation in Diffusion-Based Image Editing with Object Detection + SAM Stefan Stefanache Lluís Pastor Pérez Julen Costa Watanabe Ernesto Sanchez Tejedor Thomas Hofmann Enis Simsar EGVM 28 0 0 08 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 45 5 0 28 Sep 2024
SimInversion: A Simple Framework for Inversion-Based Text-to-Image Editing Qi Qian Haiyang Xu Ming Yan Juhua Hu DiffM 37 1 0 16 Sep 2024
Latent Space Disentanglement in Diffusion Transformers Enables Zero-shot Fine-grained Semantic Editing Zitao Shuai Chenwei Wu Zhengxu Tang Bowen Song Liyue Shen 33 0 0 23 Aug 2024
TurboEdit: Instant text-based image editing Zongze Wu Nicholas I. Kolkin Jonathan Brandt Richard Zhang Eli Shechtman DiffM 40 11 0 14 Aug 2024
EasyInv: Toward Fast and Better DDIM Inversion Ziyue Zhang Mingbao Lin Shuicheng Yan Rongrong Ji 45 3 0 09 Aug 2024
Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing Ekaterina Iakovleva Fabio Pizzati Philip H. S. Torr Stéphane Lathuiliere DiffM 29 0 0 29 Jul 2024
MEDIC: Zero-shot Music Editing with Disentangled Inversion Control Huadai Liu Jialei Wang Rongjie Huang Yang Liu Jiayang Xu Zhou Zhao 31 4 0 18 Jul 2024
Image Inpainting Models are Effective Tools for Instruction-guided Image Editing Xu Ju Junhao Zhuang Zhaoyang Zhang Hao Wang Qiang Xu Ying Shan DiffM 43 1 0 18 Jul 2024
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale Haozhe Zhao Xiaojian Ma Liang Chen Shuzheng Si Rujie Wu Kaikai An Peiyu Yu Minjia Zhang Qing Li Baobao Chang 34 43 0 07 Jul 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 86 7 0 07 Jul 2024
LIPE: Learning Personalized Identity Prior for Non-rigid Image Editing Aoyang Liu Qingnan Fan Shuai Qin Hong Gu Yansong Tang DiffM 58 1 0 25 Jun 2024
Preserving Identity with Variational Score for General-purpose 3D Editing Duong H. Le Tuan Pham Aniruddha Kembhavi Stephan Mandt Wei-Chiu Ma Jiasen Lu 44 0 0 13 Jun 2024
Training-free Editioning of Text-to-Image Models Jinqi Wang Yunfei Fu Zhangcan Ding Bailin Deng Yu-Kun Lai Yipeng Qin DiffM VLM 42 0 0 27 May 2024
FastDrag: Manipulate Anything in One Step Xuanjia Zhao Jian Guan Congyi Fan Dongli Xu Youtian Lin Haiwei Pan Pengming Feng DiffM 30 4 0 24 May 2024
Enhancing Text-to-Image Editing via Hybrid Mask-Informed Fusion Aoxue Li Mingyang Yi Zhenguo Li DiffM 48 0 0 24 May 2024
Design Editing for Offline Model-based Optimization Ye Yuan Youyuan Zhang Can Chen Haolun Wu Zixuan Li Jianmo Li James J. Clark Xue Liu 37 4 0 22 May 2024
LocInv: Localization-aware Inversion for Text-Guided Image Editing Chuanming Tang Kai Wang Fei Yang J. Weijer DiffM 42 3 0 02 May 2024
Streamlining Image Editing with Layered Diffusion Brushes Peyman Gholami Robert Xiao DiffM 29 1 0 01 May 2024
FreeDiff: Progressive Frequency Truncation for Image Editing with Diffusion Models Wei Wu Qingnan Fan Shuai Qin Hong Gu Ruoyu Zhao Antoni B. Chan DiffM 29 2 0 18 Apr 2024
InstructBrush: Learning Attention-based Instruction Optimization for Image Editing Ruoyu Zhao Qingnan Fan Fei Kou Shuai Qin Hong Gu Wei Wu Pengcheng Xu Mingrui Zhu Nannan Wang Xinbo Gao 35 4 0 27 Mar 2024
FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing Trong-Tung Nguyen Duc A. Nguyen Anh Tran Cuong Pham DiffM 36 7 0 27 Mar 2024
Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation Axel Sauer Frederic Boesel Tim Dockhorn A. Blattmann Patrick Esser Robin Rombach DiffM 46 107 0 18 Mar 2024
Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models Rui Li Ruihuang Li Song Guo Lei Zhang DiffM 37 7 0 17 Mar 2024
Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing Wonjun Kang Kevin Galim Hyung Il Koo DiffM 31 5 0 14 Mar 2024
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing Youyuan Zhang Xuan Ju James J. Clark VGen DiffM 37 6 0 10 Mar 2024
LoMOE: Localized Multi-Object Editing via Multi-Diffusion Goirik Chakrabarty Aditya Chandrasekar Ramya Hebbalaguppe AP Prathosh DiffM 50 6 0 01 Mar 2024
Latent Inversion with Timestep-aware Sampling for Training-free Non-rigid Editing Yunji Jung Seokju Lee Tair Djanibekov Hyunjung Shim Jongchul Ye 21 1 0 13 Feb 2024
Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks Tianhe Ren Shilong Liu Ailing Zeng Jing Lin Kunchang Li ... Feng Li Jie-jin Yang Hongyang Li Qing Jiang Lei Zhang VLM 35 380 0 25 Jan 2024
Unified Diffusion-Based Rigid and Non-Rigid Editing with Text and Image Guidance Jiacheng Wang Ping Liu Wei-ping Xu DiffM 22 4 0 04 Jan 2024
MAG-Edit: Localized Image Editing in Complex Scenarios via Mask-Based Attention-Adjusted Guidance Qi Mao Lan Chen Yuchao Gu Zhen Fang Mike Zheng Shou DiffM 27 9 0 18 Dec 2023
Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation Qin Guo Tianwei Lin DiffM 20 30 0 15 Dec 2023
LIME: Localized Image Editing via Attention Regularization in Diffusion Models Enis Simsar A. Tonioni Yongqin Xian Thomas Hofmann Federico Tombari DiffM 37 8 0 14 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 34 58 0 11 Dec 2023
Inversion-Free Image Editing with Natural Language Sihan Xu Yidong Huang Jiayi Pan Ziqiao Ma Joyce Chai DiffM 30 61 0 07 Dec 2023