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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"

50 / 1,052 papers shown

Title
Elucidating the solution space of extended reverse-time SDE for diffusion models Qinpeng Cui Xinyi Zhang Zongqing Lu Qingmin Liao DiffM 103 6 0 12 Sep 2023
CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation E. Buhmann F. Gaede Gregor Kasieczka A. Korol W. Korcari K. Krüger Peter McKeown DiffM 83 26 0 11 Sep 2023
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction Qinghui Liu E. Fuster-García I. T. Hovden Donatas Sederevičius Karoline Skogen ... Till Schellhorn P. Brandal A. Bjørnerud K. Emblem Kyrre Eeg Emblem 123 3 0 11 Sep 2023
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood Y. Zhu Jianwen Xie Yingnian Wu Ruiqi Gao DiffM 152 14 0 10 Sep 2023
VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching Yiwei Guo Chenpeng Du Ziyang Ma Xie Chen K. Yu DiffM 107 47 0 10 Sep 2023
Effective Real Image Editing with Accelerated Iterative Diffusion Inversion Zhihong Pan Riccardo Gherardi Xiufeng Xie Stephen Huang DiffM 82 55 0 10 Sep 2023
SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models Shuchen Xue Mingyang Yi Weijian Luo Shifeng Zhang Jiacheng Sun Zechao Li Zhi-Ming Ma DiffM 165 52 0 10 Sep 2023
Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis Jiapeng Zhu Ceyuan Yang Kecheng Zheng Yinghao Xu Zifan Shi Yujun Shen MoE 97 8 0 07 Sep 2023
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 161 3 0 03 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao Shuaiwen Leon Song EGVM 105 25 0 02 Sep 2023
Diffusion Models for Interferometric Satellite Aperture Radar A. Tuel Thomas Kerdreux Claudia Hulbert B. Rouet-Leduc 58 2 0 31 Aug 2023
LightGrad: Lightweight Diffusion Probabilistic Model for Text-to-Speech Jing Chen Xingcheng Song Zhendong Peng Binbin Zhang Fuping Pan Zhiyong Wu DiffM 76 19 0 31 Aug 2023
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 263 38 0 29 Aug 2023
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 124 152 0 28 Aug 2023
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 82 16 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 108 87 0 18 Aug 2023
SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive Difference Shigui Li Wei Chen Delu Zeng DiffM 89 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 59 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 142 811 0 13 Aug 2023
ModelScope Text-to-Video Technical Report Jiuniu Wang Hangjie Yuan Dayou Chen Yingya Zhang Xiang Wang Shiwei Zhang VGen DiffM 128 431 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 92 35 0 08 Aug 2023
Improved Order Analysis and Design of Exponential Integrator for Diffusion Models Sampling Qinsheng Zhang Jiaming Song Yongxin Chen DiffM 64 11 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 50 15 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 179 1 0 03 Aug 2023
Training Data Protection with Compositional Diffusion Models Aditya Golatkar Alessandro Achille A. Swaminathan Stefano Soatto DiffM 63 12 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 111 67 0 26 Jul 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition Shilin Lu Yanzhu Liu A. Kong 169 102 0 24 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 124 247 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 65 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 117 52 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 76 9 0 21 Jul 2023
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 100 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 105 12 0 20 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 120 75 0 17 Jul 2023
Synthetic Lagrangian Turbulence by Generative Diffusion Models Tianyi Li Luca Biferale F. Bonaccorso M. A. Scarpolini M. Buzzicotti DiffM 74 44 0 17 Jul 2023
Zero-Shot Image Harmonization with Generative Model Prior Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 70 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 159 122 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 95 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 135 12 0 11 Jul 2023
Exact Diffusion Inversion via Bi-directional Integration Approximation Guoqiang Zhang J. P. Lewis W. Kleijn DiffM 95 29 0 10 Jul 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 146 38 0 05 Jul 2023
SVDM: Single-View Diffusion Model for Pseudo-Stereo 3D Object Detection Yuguang Shi DiffM 106 0 0 05 Jul 2023
Beyond Conservatism: Diffusion Policies in Offline Multi-agent Reinforcement Learning Zhuoran Li Ling Pan Longbo Huang DiffM OffRL 69 8 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 154 157 0 03 Jul 2023
TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion Models Marija Ivanovska Vitomir Štruc J. Pers DiffM 90 3 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 71 29 0 03 Jul 2023
Spiking Denoising Diffusion Probabilistic Models Jiahang Cao Ziqing Wang Hanzhong Guo Haotai Cheng Qiang Zhang Renjing Xu DiffM 97 19 0 29 Jun 2023
PFB-Diff: Progressive Feature Blending Diffusion for Text-driven Image Editing Wenjing Huang Shikui Tu Lei Xu DiffM 87 17 0 28 Jun 2023
Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models Marija Ivanovska Vitomir Štruc DiffM 58 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 110 56 0 26 Jun 2023