v1v2v3 (latest)

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
L-CAD: Language-based Colorization with Any-level Descriptions using Diffusion Priors Zheng Chang Shuchen Weng Pei Zhang Yu Li Si Li Boxin Shi DiffM 67 7 0 24 May 2023
On the Generalization of Diffusion Model Mingyang Yi Jiacheng Sun Zhenguo Li 92 21 0 24 May 2023
Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models Zhongjie Duan Chengyu Wang Cen Chen Jun Huang Weining Qian DiffM 66 12 0 24 May 2023
SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models Martin Gonzalez N. Fernández T. Tran Elies Gherbi H. Hajri N. Masmoudi DiffM 101 26 0 23 May 2023
Improved Convergence of Score-Based Diffusion Models via Prediction-Correction Francesco Pedrotti J. Maas Marco Mondelli DiffM 115 15 0 23 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 107 45 0 23 May 2023
Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? Zheng Li Yuxuan Li Penghai Zhao Renjie Song Xiang Li Jian Yang 99 20 0 22 May 2023
Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion Jiarui Sun Girish Chowdhary DiffM 96 8 0 21 May 2023
Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation Han Huang Leilei Sun Bowen Du Weifeng Lv DiffM 104 16 0 21 May 2023
The probability flow ODE is provably fast Sitan Chen Sinho Chewi Holden Lee Yuanzhi Li Jianfeng Lu Adil Salim DiffM 102 91 0 19 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 126 47 0 18 May 2023
X-IQE: eXplainable Image Quality Evaluation for Text-to-Image Generation with Visual Large Language Models Yixiong Chen Li Liu C. Ding 75 22 0 18 May 2023
Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling Shitong Shao Xu Dai Shouyi Yin Lujun Li Huanran Chen Yang Hu 103 17 0 18 May 2023
PTQD: Accurate Post-Training Quantization for Diffusion Models Yefei He Luping Liu Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 138 110 0 18 May 2023
Pyramid Diffusion Models For Low-light Image Enhancement Dewei Zhou Zongxin Yang Yi Yang DiffM 71 81 0 17 May 2023
Common Diffusion Noise Schedules and Sample Steps are Flawed Shanchuan Lin Bingchen Liu Jiashi Li Xiao Yang DiffM 100 229 0 15 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 197 326 0 11 May 2023
A Variational Perspective on Solving Inverse Problems with Diffusion Models Morteza Mardani Jiaming Song Jan Kautz Arash Vahdat DiffM 102 146 0 07 May 2023
Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning Shengfang Zhai Yinpeng Dong Qingni Shen Shih-Chieh Pu Yuejian Fang Hang Su 73 77 0 07 May 2023
Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation Kun Zhou Yifan Li Wayne Xin Zhao Ji-Rong Wen DiffM 90 19 0 06 May 2023
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs Kaiwen Zheng Cheng Lu Jianfei Chen Jun Zhu DiffM 133 34 0 06 May 2023
In-Context Learning Unlocked for Diffusion Models Zhendong Wang Yi Ding Yadong Lu Yelong Shen Pengcheng He Weizhu Chen Zhangyang Wang Mingyuan Zhou VLM DiffM 150 78 0 01 May 2023
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models Shitong Shao Xiaohan Yuan Zhenming Huang Ziming Qiu Shuai Wang Kevin Zhou MedIm DiffM 67 8 0 26 Apr 2023
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images Zeyu Lu Di Huang Lei Bai Jingjing Qu Chengzhi Wu Xihui Liu Wanli Ouyang 92 58 0 25 Apr 2023
Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning Cheng Lu Huayu Chen Jianfei Chen Hang Su Chongxuan Li Jun Zhu DiffM OffRL 147 75 0 25 Apr 2023
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models Zhendong Wang Yi Ding Huangjie Zheng Peihao Wang Pengcheng He Zhangyang Wang Weizhu Chen Mingyuan Zhou 94 109 0 25 Apr 2023
Fast Diffusion Probabilistic Model Sampling through the lens of Backward Error Analysis Yansong Gao Zhihong Pan Xiaoxia Zhou Le Kang Pratik Chaudhari DiffM 61 6 0 22 Apr 2023
On Accelerating Diffusion-Based Sampling Process via Improved Integration Approximation Guoqiang Zhang Niwa Kenta W. Kleijn DiffM 85 8 0 22 Apr 2023
Lookahead Diffusion Probabilistic Models for Refining Mean Estimation Guoqiang Zhang Niwa Kenta W. Kleijn DiffM 43 10 0 22 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 308 1,108 0 18 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 86 112 0 17 Apr 2023
SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI Zhuoxu Cui Chentao Cao Yue Wang Seng Jia Jing Cheng Xin Liu Hairong Zheng Dong Liang Yanjie Zhu MedIm DiffM 58 9 0 11 Apr 2023
DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion Zihan Cao Shiqi Cao Xiao Wu Junming Hou Ran Ran Liang-Jian Deng DiffM 83 16 0 10 Apr 2023
Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models Nikita Starodubcev Dmitry Baranchuk Valentin Khrulkov Artem Babenko DiffM 108 4 0 10 Apr 2023
A Comprehensive Survey on Knowledge Distillation of Diffusion Models Weijian Luo DiffM MedIm 110 38 0 09 Apr 2023
Goal-Conditioned Imitation Learning using Score-based Diffusion Policies Moritz Reuss M. Li Xiaogang Jia Rudolf Lioutikov DiffM 178 176 0 05 Apr 2023
$$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States$ $\infty$ -Diff: Infinite Resolution Diffusion with Subsampled Mollified States Sam Bond-Taylor Chris G. Willcocks 85 18 0 31 Mar 2023
A Closer Look at Parameter-Efficient Tuning in Diffusion Models Chendong Xiang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 58 16 0 31 Mar 2023
3D-aware Image Generation using 2D Diffusion Models Jianfeng Xiang Jiaolong Yang Binbin Huang Xin Tong DiffM 93 67 0 31 Mar 2023
Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models Eric Zhang Kai Wang Xingqian Xu Zhangyang Wang Humphrey Shi DiffM 134 194 0 30 Mar 2023
LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation Guangcong Zheng Xianpan Zhou Xuewei Li Zhongang Qi Ying Shan Xi Li DiffM 103 190 0 30 Mar 2023
DiffCollage: Parallel Generation of Large Content with Diffusion Models Qinsheng Zhang Jiaming Song Xun Huang Yongxin Chen Xuan Li DiffM 113 85 0 30 Mar 2023
Training-free Content Injection using h-space in Diffusion Models Jaeseok Jeong Mingi Kwon Youngjung Uh DiffM 108 29 0 27 Mar 2023
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan DiffM 232 171 0 25 Mar 2023
Conditional Image-to-Video Generation with Latent Flow Diffusion Models Haomiao Ni Changhao Shi Kaican Li Sharon X. Huang Martin Renqiang Min VGen DiffM 108 178 0 24 Mar 2023
Ablating Concepts in Text-to-Image Diffusion Models Nupur Kumari Bin Zhang Sheng-Yu Wang Eli Shechtman Richard Y. Zhang Jun-Yan Zhu VLM 75 201 0 23 Mar 2023
Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT Wenjun Xia H. Tseng Chuang Niu W. Cong Xiaohua Zhang Shaohua Liu R. Ning Srinivasan Vedantham Ge Wang DiffM MedIm 50 5 0 22 Mar 2023
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-Man Cheung Min Lin WIGM 103 124 0 17 Mar 2023
DialogPaint: A Dialog-based Image Editing Model Jingxuan Wei Shiyu Wu Xin Jiang Yequan Wang KELM DiffM 82 5 0 17 Mar 2023
Diffusion-based Target Sampler for Unsupervised Domain Adaptation Yulong Zhang Shuhao Chen Yu Zhang Jiangang Lu DiffM 85 0 0 17 Mar 2023