The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing

2 November 2023

Papers citing "The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing"

31 / 31 papers shown

Title
ARAP-GS: Drag-driven As-Rigid-As-Possible 3D Gaussian Splatting Editing with Diffusion Prior Xiao Han RunZe Tian Yifei Tong Fenggen Yu Dingyao Liu Yan Zhang 3DGS 31 0 0 17 Apr 2025
Semantix: An Energy Guided Sampler for Semantic Style Transfer Huiang He Minghui Hu C. Zheng Chaoyue Wang Tat-Jen Cham DiffM 36 0 0 28 Mar 2025
EEdit: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing Zexuan Yan Yue Ma Chang Zou Wenteng Chen Qifeng Chen Linfeng Zhang 56 0 0 13 Mar 2025
Consistent Image Layout Editing with Diffusion Models Tao Xia Yudi Zhang Ting Liu Lei Zhang DiffM 52 1 0 09 Mar 2025
A Reversible Solver for Diffusion SDEs Zander Blasingame Chen Liu DiffM 46 0 0 12 Feb 2025
DragScene: Interactive 3D Scene Editing with Single-view Drag Instructions Chenghao Gu Zhenzhe Li Zhengqi Zhang Yunpeng Bai Shuzhao Xie Zhi Wang DiffM 66 1 0 18 Dec 2024
MvDrag3D: Drag-based Creative 3D Editing via Multi-view Generation-Reconstruction Priors Honghua Chen Yushi Lan Yongwei Chen Yifan Zhou Xingang Pan DiffM 3DGS 28 4 0 21 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 38 4 0 28 Sep 2024
RegionDrag: Fast Region-Based Image Editing with Diffusion Models Jingyi Lu Xinghui Li Kai Han DiffM 19 10 0 25 Jul 2024
DragText: Rethinking Text Embedding in Point-based Image Editing Gayoon Choi Taejin Jeong Sujung Hong Jaehoon Joo Seong Jae Hwang DiffM 28 0 0 25 Jul 2024
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making Zibin Dong Yifu Yuan Jianye Hao Fei Ni Yi Ma Pengyi Li Yan Zheng DiffM 47 7 0 13 Jun 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 33 15 0 24 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 35 0 0 24 May 2024
PoseCrafter: One-Shot Personalized Video Synthesis Following Flexible Pose Control Yong Zhong Min Zhao Zebin You Xiaofeng Yu Changwang Zhang Chongxuan Li DiffM 26 6 0 23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models Zander Blasingame Chen Liu DiffM 27 1 0 23 May 2024
$MicroDreamer: Zero-shot 3D Generation in $\sim$20 Seconds by Score-based Iterative Reconstruction$ MicroDreamer: Zero-shot 3D Generation in $\sim$ 20 Seconds by Score-based Iterative Reconstruction Luxi Chen Zhengyi Wang Zihan Zhou Tingting Gao Hang Su Jun Zhu Chongxuan Li DiffM 3DGS 32 1 0 30 Apr 2024
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations Kaiwen Xue Yuhao Zhou Shen Nie Xu Min Xiaolu Zhang Jun Zhou Chongxuan Li DiffM 26 11 0 24 Apr 2024
GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models Zewei Zhang Huan Liu Jun Chen Xiangyu Xu DiffM 16 8 0 10 Apr 2024
Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing Wonjun Kang Kevin Galim Hyung Il Koo DiffM 26 5 0 14 Mar 2024
GaussCtrl: Multi-View Consistent Text-Driven 3D Gaussian Splatting Editing Jing Wu Jiawang Bian Xinghui Li Guangrun Wang Ian D Reid Philip H. S. Torr V. Prisacariu 3DGS 24 33 0 13 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 66 82 0 27 Feb 2024
RotationDrag: Point-based Image Editing with Rotated Diffusion Features Minxing Luo Wentao Cheng Jian Yang DiffM 25 1 0 12 Jan 2024
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 23 16 0 11 Dec 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 191 147 0 12 Mar 2023
Equivariant Energy-Guided SDE for Inverse Molecular Design Fan Bao Min Zhao Zhongkai Hao Pei‐Yun Li Chongxuan Li Jun Zhu DiffM 165 62 0 30 Sep 2022
Convergence of score-based generative modeling for general data distributions Holden Lee Jianfeng Lu Yixin Tan DiffM 177 128 0 26 Sep 2022
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions Sitan Chen Sinho Chewi Jungshian Li Yuanzhi Li Adil Salim Anru R. Zhang DiffM 123 245 0 22 Sep 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 203 1,330 0 24 Jan 2022
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 167 711 0 02 Mar 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018