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
Diffusion Prior Regularized Iterative Reconstruction for Low-dose CT Wenjun Xia Yongyi Shi Chuang Niu W. Cong Ge Wang DiffM 24 9 0 10 Oct 2023
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling Huangjie Zheng Zhendong Wang Jianbo Yuan Guanghan Ning Pengcheng He Quanzeng You Hongxia Yang Mingyuan Zhou 40 9 0 10 Oct 2023
Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni Tim August B. Huygelen Akashaditya Das Guoxuan Xia Guy-Bart Stan Yiren Zhao 49 9 0 09 Oct 2023
DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 47 19 0 09 Oct 2023
The Emergence of Reproducibility and Generalizability in Diffusion Models Huijie Zhang Jinfan Zhou Yifu Lu Minzhe Guo Peng Wang Liyue Shen Qing Qu DiffM 33 2 0 08 Oct 2023
On Accelerating Diffusion-based Molecular Conformation Generation in SE(3)-invariant Space Zihan Zhou Ruiying Liu Tianshu Yu DiffM 35 0 0 07 Oct 2023
DiffNAS: Bootstrapping Diffusion Models by Prompting for Better Architectures Wenhao Li Xiu Su Shan You Fei Wang Chao Qian Chang Xu 38 7 0 07 Oct 2023
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference Simian Luo Yiqin Tan Longbo Huang Jian Li Hang Zhao DiffM 24 434 0 06 Oct 2023
Denoising Diffusion Step-aware Models Shuai Yang Yukang Chen Luozhou Wang Shu Liu Ying-Cong Chen DiffM 43 13 0 05 Oct 2023
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models Yefei He Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 29 48 0 05 Oct 2023
Efficient-3DiM: Learning a Generalizable Single-image Novel-view Synthesizer in One Day Yi Ding Hao Tang Jen-Hao Rick Chang Liangchen Song Zhangyang Wang Liangliang Cao DiffM 48 10 0 04 Oct 2023
Kosmos-G: Generating Images in Context with Multimodal Large Language Models Xichen Pan Li Dong Shaohan Huang Zhiliang Peng Wenhu Chen Furu Wei VLM 11 62 0 04 Oct 2023
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks Luca Scimeca Alexander Rubinstein A. Nicolicioiu Damien Teney Yoshua Bengio DiffM 36 2 0 03 Oct 2023
Score dynamics: scaling molecular dynamics with picoseconds timestep via conditional diffusion model Tim Hsu Babak Sadigh Vasily V. Bulatov Fei Zhou 38 11 0 02 Oct 2023
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation Kangfu Mei M. Delbracio Hossein Talebi Zhengzhong Tu Vishal M. Patel P. Milanfar VLM DiffM 66 11 0 02 Oct 2023
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion Dongjun Kim Chieh-Hsin Lai Wei-Hsiang Liao Naoki Murata Yuhta Takida Toshimitsu Uesaka Yutong He Yuki Mitsufuji Stefano Ermon DiffM 46 177 0 01 Oct 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 41 395 0 30 Sep 2023
Efficient Planning with Latent Diffusion Wenhao Li DiffM 47 4 0 30 Sep 2023
LLM-grounded Video Diffusion Models Long Lian Baifeng Shi Semih Yavuz Ye Liu Boyi Li DiffM 25 54 0 29 Sep 2023
AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation Shengkun Tang Yaqing Wang Maksim Dzhigil Yi Liang Heng Chang Dongkuan Xu 40 5 0 29 Sep 2023
Denoising Diffusion Bridge Models Linqi Zhou Aaron Lou Samar Khanna Stefano Ermon DiffM 43 67 0 29 Sep 2023
Text-to-3D using Gaussian Splatting Manish Sharma Moitreya Chatterjee Yikai Wang Huaping Liu 3DGS 39 229 0 28 Sep 2023
Distilling ODE Solvers of Diffusion Models into Smaller Steps Sanghwan Kim Hao Tang Fisher Yu 33 3 0 28 Sep 2023
Teaching Text-to-Image Models to Communicate in Dialog Xiaowen Sun Jiazhan Feng Yuxuan Wang Yuxuan Lai Xingyu Shen Dongyan Zhao DiffM 32 1 0 27 Sep 2023
Soft Mixture Denoising: Beyond the Expressive Bottleneck of Diffusion Models Yangming Li B. V. Breugel M. Schaar DiffM 14 3 0 25 Sep 2023
Dream the Impossible: Outlier Imagination with Diffusion Models Xuefeng Du Yiyou Sun Xiaojin Zhu Yixuan Li 33 54 0 23 Sep 2023
Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation Yulong Zhang Shu Han Chen Weisen Jiang Yu Zhang Jiangang Lu James T. Kwok DiffM 51 5 0 23 Sep 2023
Score Mismatching for Generative Modeling Senmao Ye Fei Liu DiffM 30 8 0 20 Sep 2023
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation Yatong Bai Trung D. Q. Dang Dung N. Tran K. Koishida Somayeh Sojoudi DiffM 52 22 0 19 Sep 2023
Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion Zhilun Zhou Jingtao Ding Yu Liu Depeng Jin Yong Li DiffM AI4CE 50 22 0 19 Sep 2023
AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration Lijiang Li Huixia Li Xiawu Zheng Jie Wu Xuefeng Xiao Rui Wang Min Zheng Xin Pan Rongrong Ji Rongrong Ji 91 35 0 19 Sep 2023
Viewpoint Textual Inversion: Unleashing Novel View Synthesis with Pretrained 2D Diffusion Models James Burgess Kuan-Chieh Wang Serena Yeung-Levy DiffM 54 6 0 14 Sep 2023
Beta Diffusion Mingyuan Zhou Tianqi Chen Zhendong Wang Huangjie Zheng DiffM 29 10 0 14 Sep 2023
Reasoning with Latent Diffusion in Offline Reinforcement Learning S. Venkatraman Shivesh Khaitan Ravi Tej Akella John M. Dolan Jeff Schneider Glen Berseth OffRL 17 22 0 12 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 108 196 0 12 Sep 2023
Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking Weitao Feng Jiyan He Jie Zhang Tianwei Zhang Wenbo Zhou Weiming Zhang Neng H. Yu WIGM 42 10 0 12 Sep 2023
Elucidating the solution space of extended reverse-time SDE for diffusion models Qinpeng Cui Xinyi Zhang Zongqing Lu Qingmin Liao DiffM 40 5 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 43 24 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 33 3 0 11 Sep 2023
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood Y. Zhu Jianwen Xie Yingnian Wu Ruiqi Gao DiffM 39 11 0 10 Sep 2023
VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching Yiwei Guo Chenpeng Du Ziyang Ma Xie Chen K. Yu DiffM 35 37 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 47 49 0 10 Sep 2023
Effective Real Image Editing with Accelerated Iterative Diffusion Inversion Zhihong Pan Riccardo Gherardi Xiufeng Xie Stephen Huang DiffM 27 51 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 37 8 0 07 Sep 2023
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 36 2 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 36 20 0 02 Sep 2023
Diffusion Models for Interferometric Satellite Aperture Radar A. Tuel Thomas Kerdreux Claudia Hulbert B. Rouet-Leduc 28 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 35 16 0 31 Aug 2023
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 127 35 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 52 138 0 28 Aug 2023