DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps

2 June 2022

Jianfei Chen

Jun Zhu

Papers citing "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps"

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Title
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 39 15 0 26 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 45 86 0 18 Aug 2023
SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive Difference Shigui Li Wei Chen Delu Zeng DiffM 32 3 0 15 Aug 2023
Dancing Avatar: Pose and Text-Guided Human Motion Videos Synthesis with Image Diffusion Model Bosheng Qin Wentao Ye Qifan Yu Siliang Tang Yueting Zhuang DiffM VGen 29 13 0 15 Aug 2023
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Siyi Liu Xiao Han Wei Yang DiffM 59 738 0 13 Aug 2023
ModelScope Text-to-Video Technical Report Jiuniu Wang Hangjie Yuan Dayou Chen Yingya Zhang Xiang Wang Shiwei Zhang VGen DiffM 40 392 0 12 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 33 27 0 08 Aug 2023
Improved Order Analysis and Design of Exponential Integrator for Diffusion Models Sampling Qinsheng Zhang Jiaming Song Yongxin Chen DiffM 35 10 0 04 Aug 2023
SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation Shikun Sun Longhui Wei Junliang Xing Jia Jia Qi Tian DiffM 27 13 0 04 Aug 2023
Diffusion-based Time Series Data Imputation for Microsoft 365 Fangkai Yang Wenjie Yin Lu Wang Tianci Li Pu Zhao ... Yudong Liu Maarten Bjorkman Saravan Rajmohan Qingwei Lin Dongmei Zhang DiffM AI4CE 96 1 0 03 Aug 2023
Training Data Protection with Compositional Diffusion Models Aditya Golatkar Alessandro Achille A. Swaminathan Stefano Soatto DiffM 37 11 0 02 Aug 2023
VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet Zhihao Hu Dong Xu DiffM VGen 45 65 0 26 Jul 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition Shilin Lu Yanzhu Liu A. Kong 43 93 0 24 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 47 213 0 23 Jul 2023
PartDiff: Image Super-resolution with Partial Diffusion Models Kai Zhao A. Hung Kai-Lin Pang Haoxin Zheng Kyunghyun Sung DiffM MedIm 25 3 0 21 Jul 2023
Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting Marcel Kollovieh Abdul Fatir Ansari Michael Bohlke-Schneider Jasper Zschiegner Hao Wang Yuyang Wang DiffM AI4TS 27 46 0 21 Jul 2023
DPM-OT: A New Diffusion Probabilistic Model Based on Optimal Transport Zezeng Li Shenghao Li Zhanpeng Wang Na Lei Zhongxuan Luo Xianfeng Gu OT DiffM 37 9 0 21 Jul 2023
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 56 2 0 20 Jul 2023
AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models Jiachun Pan Jun Hao Liew Vincent Y. F. Tan Jiashi Feng Hanshu Yan DiffM 37 11 0 20 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 44 62 0 17 Jul 2023
Synthetic Lagrangian Turbulence by Generative Diffusion Models Tianyi Li Luca Biferale F. Bonaccorso M. A. Scarpolini M. Buzzicotti DiffM 44 33 0 17 Jul 2023
Zero-Shot Image Harmonization with Generative Model Prior Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 28 5 0 17 Jul 2023
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency Bowen Song Soo Min Kwon Zecheng Zhang Xinyu Hu Qing Qu Liyue Shen MedIm 48 105 0 16 Jul 2023
PC-Droid: Faster diffusion and improved quality for particle cloud generation Matthew Leigh Debasish Sengupta J. A. Raine Guillaume Quétant T. Golling DiffM 51 14 0 13 Jul 2023
TIAM -- A Metric for Evaluating Alignment in Text-to-Image Generation P. Grimal Hervé Le Borgne Olivier Ferret Julien Tourille EGVM 47 11 0 11 Jul 2023
Exact Diffusion Inversion via Bi-directional Integration Approximation Guoqiang Zhang J. P. Lewis W. Kleijn DiffM 39 24 0 10 Jul 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 70 34 0 05 Jul 2023
SVDM: Single-View Diffusion Model for Pseudo-Stereo 3D Object Detection Yuguang Shi DiffM 48 0 0 05 Jul 2023
Beyond Conservatism: Diffusion Policies in Offline Multi-agent Reinforcement Learning Zhuoran Li Ling Pan Longbo Huang DiffM OffRL 25 7 0 04 Jul 2023
MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion Shitao Tang Fuyang Zhang Jiacheng Chen Peng Wang Yasutaka Furukawa 32 150 0 03 Jul 2023
TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion Models Marija Ivanovska Vitomir Štruc J. Pers DiffM 50 2 0 03 Jul 2023
ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution Axi Niu T. Pham Kang Zhang Jinqiu Sun Yu Zhu Inso Kweon Yanning Zhang DiffM 34 20 0 03 Jul 2023
Spiking Denoising Diffusion Probabilistic Models Jiahang Cao Ziqing Wang Hanzhong Guo Haotai Cheng Qiang Zhang Renjing Xu DiffM 37 19 0 29 Jun 2023
PFB-Diff: Progressive Feature Blending Diffusion for Text-driven Image Editing Wenjing Huang Shikui Tu Lei Xu DiffM 24 16 0 28 Jun 2023
Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models Marija Ivanovska Vitomir Štruc DiffM 32 11 0 27 Jun 2023
Restart Sampling for Improving Generative Processes Yilun Xu Mingyang Deng Xiang Cheng Yonglong Tian Ziming Liu Tommi Jaakkola DiffM VLM 36 47 0 26 Jun 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 29 10 0 25 Jun 2023
DiffuseIR:Diffusion Models For Isotropic Reconstruction of 3D Microscopic Images Mingjie Pan Yulu Gan Fangxu Zhou Jiaming Liu Aimin Wang Shanghang Zhang Dawei Li MedIm DiffM 21 7 0 21 Jun 2023
Learning Profitable NFT Image Diffusions via Multiple Visual-Policy Guided Reinforcement Learning Huiguo He Tianfu Wang Huan Yang Jianlong Fu N. Yuan Jian Yin Hongyang Chao Qi Zhang EGVM 42 9 0 20 Jun 2023
Masked Diffusion Models Are Fast Distribution Learners Jiachen Lei Qinglong Wang Pengyu Cheng Zhongjie Ba Zhan Qin Peng Kuang Zhenguang Liu Kui Ren DiffM 37 2 0 20 Jun 2023
Eliminating Lipschitz Singularities in Diffusion Models Zhantao Yang Ruili Feng Han Zhang Yujun Shen Kaixuan Zhu ... Yifei Zhang Yu Liu Deli Zhao Jingren Zhou Fan Cheng 42 9 0 20 Jun 2023
Fast Training of Diffusion Models with Masked Transformers Hongkai Zheng Weili Nie Arash Vahdat Anima Anandkumar DiffM 45 68 0 15 Jun 2023
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models En-hao Liu Xuefei Ning Zinan Lin Huazhong Yang Yu Wang 68 37 0 15 Jun 2023
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations Kailas Vodrahalli James Zou 33 6 0 13 Jun 2023
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models Yinghao Aaron Li Cong Han Vinay S. Raghavan Gavin Mischler N. Mesgarani VLM DiffM 39 108 0 13 Jun 2023
Latent Dynamical Implicit Diffusion Processes Mohammadreza Rezaei DiffM 46 1 0 12 Jun 2023
Fast Diffusion Model Zike Wu Pan Zhou Kenji Kawaguchi Hanwang Zhang DiffM 29 20 0 12 Jun 2023
VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models Sheng-Yen Chou Pin-Yu Chen Tsung-Yi Ho DiffM 15 53 0 12 Jun 2023
BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping Jiatao Gu Shuangfei Zhai Yizhe Zhang Lingjie Liu J. Susskind DiffM 31 69 0 08 Jun 2023
PriSampler: Mitigating Property Inference of Diffusion Models Hailong Hu Jun Pang DiffM 20 3 0 08 Jun 2023