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
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 73 10 0 27 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 44 2 0 27 May 2024
Ensembling Diffusion Models via Adaptive Feature Aggregation Cong Wang Kuan Tian Yonghang Guan Jun Zhang Zhiwei Jiang Fei Shen Xiao Han 47 5 0 27 May 2024
Lateralization MLP: A Simple Brain-inspired Architecture for Diffusion Zizhao Hu Mohammad Rostami 34 0 0 25 May 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity Haoxuan Chen Yinuo Ren Lexing Ying Grant M. Rotskoff 59 17 0 24 May 2024
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model Mingyang Yi Aoxue Li Yi Xin Zhenguo Li DiffM 45 12 0 24 May 2024
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer Meng You Zhiyu Zhu Hui Liu Junhui Hou VGen DiffM 33 23 0 24 May 2024
Learning to Discretize Denoising Diffusion ODEs Vinh Tong Guy Van den Broeck Anji Liu Mathias Niepert Mathias Niepert DiffM 45 5 0 24 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 84 14 0 24 May 2024
SFDDM: Single-fold Distillation for Diffusion models Chi Hong Jiyue Huang Robert Birke Dick H. J. Epema Stefanie Roos Lydia Y. Chen 36 1 0 23 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 49 98 0 23 May 2024
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation Hongxu Jiang Muhammad Imran Linhai Ma Teng Zhang Yuyin Zhou Muxua Liang Kuang Gong Wei Shao DiffM MedIm 55 14 0 23 May 2024
PipeFusion: Displaced Patch Pipeline Parallelism for Inference of Diffusion Transformer Models Jiannan Wang Jiarui Fang Aoyu Li PengCheng Yang AI4CE 67 3 0 23 May 2024
DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis Yao Teng Yue Wu Han Shi Xuefei Ning Guohao Dai Yu-Xiang Wang Zhenguo Li Xihui Liu Mamba 53 34 0 23 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 40 3 0 23 May 2024
The Disappearance of Timestep Embedding in Modern Time-Dependent Neural Networks Bum Jun Kim Yoshinobu Kawahara Sang Woo Kim AI4TS 29 1 0 23 May 2024
Enhancing Image Layout Control with Loss-Guided Diffusion Models Zakaria Patel Kirill Serkh DiffM 44 3 0 23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models Zander W. Blasingame Chen Liu DiffM 51 2 0 23 May 2024
Score-based Generative Models with Adaptive Momentum Ziqing Wen Xiaoge Deng Ping Luo Tao Sun Dongsheng Li DiffM 39 0 0 22 May 2024
Directly Denoising Diffusion Models Dan Zhang Jingjing Wang Feng Luo DiffM 38 2 0 22 May 2024
How to Trace Latent Generative Model Generated Images without Artificial Watermark? Zhenting Wang Vikash Sehwag Chen Chen Lingjuan Lyu Dimitris N. Metaxas Shiqing Ma WIGM 42 6 0 22 May 2024
DisenStudio: Customized Multi-subject Text-to-Video Generation with Disentangled Spatial Control Hong Chen Xin Wang Yipeng Zhang Yuwei Zhou Zeyang Zhang Siao Tang Wenwu Zhu VGen DiffM 47 9 0 21 May 2024
On the Trajectory Regularity of ODE-based Diffusion Sampling Defang Chen Zhenyu Zhou Can Wang Chunhua Shen Siwei Lyu 37 15 0 18 May 2024
AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA Weitao Feng Wenbo Zhou Jiyan He Jie Zhang Tianyi Wei Guanlin Li Tianwei Zhang Weiming Zhang Neng H. Yu 38 18 0 18 May 2024
TexPainter: Generative Mesh Texturing with Multi-view Consistency Hongkun Zhang Zherong Pan Congyi Zhang Lifeng Zhu Xifeng Gao 36 16 0 17 May 2024
Flow Score Distillation for Diverse Text-to-3D Generation Runjie Yan Kailu Wu Kaisheng Ma 30 3 0 16 May 2024
Infinite Texture: Text-guided High Resolution Diffusion Texture Synthesis Yifan Wang Aleksander Holynski Brian L. Curless Steven M. Seitz 49 1 0 13 May 2024
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator Hanshu Yan Xingchao Liu Jiachun Pan Jun Hao Liew Qiang Liu Jiashi Feng 47 41 0 13 May 2024
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Shengyuan Liu Bo Wang Ye Ma Te Yang Xipeng Cao Quan Chen Han Li Di Dong Peng Jiang EGVM 44 2 0 11 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 46 37 0 09 May 2024
Frame Interpolation with Consecutive Brownian Bridge Diffusion Zonglin Lyu Ming Li Jianbo Jiao Cen Chen DiffM 40 4 0 09 May 2024
Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers Peng Gao Le Zhuo Ziyi Lin Ruoyi Du Xu Luo ... Weicai Ye He Tong Jingwen He Yu Qiao Hongsheng Li VGen 37 84 0 09 May 2024
StableMoFusion: Towards Robust and Efficient Diffusion-based Motion Generation Framework Yiheng Huang Hui Yang Chuanchen Luo Yuxi Wang Shibiao Xu Zhaoxiang Zhang Man Zhang Junran Peng VGen 60 11 0 09 May 2024
Imagine Flash: Accelerating Emu Diffusion Models with Backward Distillation Jonas Kohler Albert Pumarola Edgar Schönfeld A. Sanakoyeu Roshan Sumbaly Peter Vajda Ali K. Thabet 40 22 0 08 May 2024
CCDM: Continuous Conditional Diffusion Models for Image Generation Xin Ding Member Ieee Yongwei Wang Kao Zhang F. I. Z. Jane Wang DiffM 24 3 0 06 May 2024
Efficient Text-driven Motion Generation via Latent Consistency Training Mengxian Hu Minghao Zhu Xun Zhou Qingqing Yan Shu Li Chengju Liu Qi Chen 35 1 0 05 May 2024
VectorPainter: Advanced Stylized Vector Graphics Synthesis Using Stroke-Style Priors Juncheng Hu Ximing Xing Zhengqi Zhang Jing Zhang 24 2 0 05 May 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation Yupeng Zhou Daquan Zhou Ming-Ming Cheng Jiashi Feng Qibin Hou DiffM VGen 49 90 0 02 May 2024
Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models Xiaoshi Wu Yiming Hao Manyuan Zhang Keqiang Sun Zhaoyang Huang Guanglu Song Yu Liu Hongsheng Li EGVM 76 19 0 01 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 36 1 0 01 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
Probing Unlearned Diffusion Models: A Transferable Adversarial Attack Perspective Xiaoxuan Han Songlin Yang Wei Wang Yang Li Jing Dong DiffM AAML 56 5 0 30 Apr 2024
CONTUNER: Singing Voice Beautifying with Pitch and Expressiveness Condition Jianzong Wang Pengcheng Li Xulong Zhang Ning Cheng Jing Xiao 34 0 0 30 Apr 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Keli Zhang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 39 41 0 29 Apr 2024
SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes Georgia Baltsou Ioannis Sarridis C. Koutlis Symeon Papadopoulos 34 2 0 26 Apr 2024
TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models Haomiao Ni Bernhard Egger Suhas Lohit A. Cherian Ye Wang T. Koike-Akino S. X. Huang Tim K. Marks DiffM 50 12 0 25 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 42 12 0 24 Apr 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 49 6 0 24 Apr 2024
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models Amirmojtaba Sabour Sanja Fidler Karsten Kreis DiffM 40 26 0 22 Apr 2024
Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion Alexander Shmakov Kevin Greif M. Fenton A. Ghosh Pierre Baldi D. Whiteson DiffM 124 9 0 22 Apr 2024