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 / 988 papers shown

Title
FreePIH: Training-Free Painterly Image Harmonization with Diffusion Model Ruibin Li Jingcai Guo Song Guo Qihua Zhou Jiewei Zhang DiffM 40 9 0 25 Nov 2023
Animate124: Animating One Image to 4D Dynamic Scene Yuyang Zhao Zhiwen Yan Enze Xie Lanqing Hong Zhenguo Li Gim Hee Lee VGen 48 62 0 24 Nov 2023
ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model Eslam Mohamed Bakr Liangbing Zhao Vincent Tao Hu Matthieu Cord Patrick Pérez Mohamed Elhoseiny 32 1 0 24 Nov 2023
Paragraph-to-Image Generation with Information-Enriched Diffusion Model Weijia Wu Zhuang Li Yefei He Mike Zheng Shou Chunhua Shen Lele Cheng Yan Li Yan Li Di Zhang VLM 141 25 0 24 Nov 2023
SinSR: Diffusion-Based Image Super-Resolution in a Single Step Yufei Wang Wenhan Yang Xinyuan Chen Yaohui Wang Lanqing Guo Lap-Pui Chau Ziwei Liu Yu Qiao Alex C. Kot Bihan Wen DiffM 88 100 0 23 Nov 2023
Continual Learning of Diffusion Models with Generative Distillation Sergi Masip Pau Rodriguez Tinne Tuytelaars Gido M. van de Ven VLM DiffM 48 8 0 23 Nov 2023
Deep Equilibrium Diffusion Restoration with Parallel Sampling Jingyun Liang Yue Shi Kai Zhang Yulun Zhang Radu Timofte Luc Van Gool DiffM 27 10 0 20 Nov 2023
Gaussian Interpolation Flows Yuan Gao Jianxia Huang Yuling Jiao AI4CE 33 2 0 20 Nov 2023
MAM-E: Mammographic synthetic image generation with diffusion models R. Montoya-del-Angel Karla Sam-Millan J. C. Vilanova Robert Martí MedIm 40 7 0 16 Nov 2023
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models Jiaxin Zhang Joy Rimchala Lalla Mouatadid Kamalika Das Kumar Sricharan DiffM 30 1 0 16 Nov 2023
EDMSound: Spectrogram Based Diffusion Models for Efficient and High-Quality Audio Synthesis Ge Zhu Yutong Wen M. Carbonneau Zhiyao Duan DiffM 51 7 0 15 Nov 2023
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs Yanwu Xu Yang Zhao Zhisheng Xiao Tingbo Hou 137 107 0 14 Nov 2023
Sampler Scheduler for Diffusion Models Zitong Cheng DiffM 40 2 0 12 Nov 2023
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models Zhaoyuan Yang Zhengyang Yu Zhiwei Xu Jaskirat Singh Jing Zhang Dylan Campbell Peter Tu Richard Hartley 30 11 0 12 Nov 2023
Post-training Quantization for Text-to-Image Diffusion Models with Progressive Calibration and Activation Relaxing Siao Tang Xin Wang Hong Chen Chaoyu Guan Zewen Wu Yansong Tang Wenwu Zhu MQ 41 16 0 10 Nov 2023
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module Simian Luo Yiqin Tan Suraj Patil Daniel Gu Patrick von Platen Apolinário Passos Longbo Huang Jian Li Hang Zhao MoMe 116 147 0 09 Nov 2023
Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search Siao Tang Xin Wang Hong Chen Chaoyu Guan Yansong Tang Wenwu Zhu 37 3 0 08 Nov 2023
Improved DDIM Sampling with Moment Matching Gaussian Mixtures Prasad Gabbur DiffM 35 1 0 08 Nov 2023
I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models Shiwei Zhang Jiayu Wang Yingya Zhang Kang Zhao Hangjie Yuan Zengchang Qin Xiang Wang Deli Zhao Jingren Zhou DiffM VGen 57 201 0 07 Nov 2023
Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models Shengzhe Zhou Zejian Lee Sheng Zhang Lefan Hou Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun DiffM 46 0 0 07 Nov 2023
InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image Jianhui Li Shilong Liu Zidong Liu Yikai Wang Kaiwen Zheng Jinghui Xu Jianmin Li Jun Zhu 47 10 0 06 Nov 2023
Domain Transfer in Latent Space (DTLS) Wins on Image Super-Resolution -- a Non-Denoising Model C. Hui W. Siu N. Law DiffM 29 1 0 04 Nov 2023
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing Shen Nie Hanzhong Guo Cheng Lu Yuhao Zhou Chenyu Zheng Chongxuan Li DiffM 29 38 0 02 Nov 2023
Optimal Transport-Guided Conditional Score-Based Diffusion Models Xiang Gu Liwei Yang Jian Sun Zongben Xu DiffM OT 44 9 0 02 Nov 2023
Diffusion Models for Reinforcement Learning: A Survey Zhengbang Zhu Hanye Zhao Haoran He Yichao Zhong Shenyu Zhang Haoquan Guo Tingting Chen Weinan Zhang 53 60 0 02 Nov 2023
Gaussian Mixture Solvers for Diffusion Models Hanzhong Guo Cheng Lu Fan Bao Tianyu Pang Shuicheng Yan Chao Du Chongxuan Li 43 9 0 02 Nov 2023
Towards High-quality HDR Deghosting with Conditional Diffusion Models Qingsen Yan Tao Hu Yuan Sun Hao Tang Yu Zhu Wei Dong Luc Van Gool Yanning Zhang DiffM 37 56 0 02 Nov 2023
VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning on Language-Video Foundation Models Hong Chen Xin Wang Guanning Zeng Yipeng Zhang Yuwei Zhou Feilin Han Wenwu Zhu Wenwu Zhu VGen DiffM 36 1 0 02 Nov 2023
Diffusion models for probabilistic programming Simon Dirmeier Fernando Pérez-Cruz 58 0 0 01 Nov 2023
Score Normalization for a Faster Diffusion Exponential Integrator Sampler Guoxuan Xia Duolikun Danier Ayan Das Stathi Fotiadis F. Nabiei Ushnish Sengupta A. Bernacchia DiffM 24 3 0 31 Oct 2023
The Missing U for Efficient Diffusion Models Sergio Calvo-Ordoñez Chun-Wun Cheng Jiahao Huang Lipei Zhang Guang Yang Carola-Bibiane Schonlieb Angelica I Aviles-Rivero DiffM 38 4 0 31 Oct 2023
DiffEnc: Variational Diffusion with a Learned Encoder Beatrix M. G. Nielsen Anders Christensen Andrea Dittadi Ole Winther DiffM 29 10 0 30 Oct 2023
Bespoke Solvers for Generative Flow Models Neta Shaul Juan C. Pérez Ricky T. Q. Chen Ali K. Thabet Albert Pumarola Y. Lipman 36 23 0 29 Oct 2023
Successfully Applying Lottery Ticket Hypothesis to Diffusion Model Chao Jiang Bo Hui Bohan Liu Da Yan DiffM 43 14 0 28 Oct 2023
Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness Boya Zhang Weijian Luo Zhihua Zhang 39 10 0 28 Oct 2023
TorchDEQ: A Library for Deep Equilibrium Models Zhengyang Geng J. Zico Kolter VLM 67 12 0 28 Oct 2023
CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber DiffM 42 37 0 26 Oct 2023
Improving Denoising Diffusion Models via Simultaneous Estimation of Image and Noise Zhenkai Zhang Krista A. Ehinger Tom Drummond DiffM 44 0 0 26 Oct 2023
Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration Longlin Yu Tianyu Xie Yu Zhu Tong Yang Xiangyu Zhang Cheng Zhang DiffM 24 6 0 26 Oct 2023
Kiki or Bouba? Sound Symbolism in Vision-and-Language Models Morris Alper Hadar Averbuch-Elor 48 10 0 25 Oct 2023
Diffusion-Model-Assisted Supervised Learning of Generative Models for Density Estimation Yanfang Liu Minglei Yang Zezhong Zhang Feng Bao Yanzhao Cao Guannan Zhang 29 15 0 22 Oct 2023
Improved Techniques for Training Consistency Models Yang Song Prafulla Dhariwal 42 154 0 22 Oct 2023
TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models Tianshi Cao Karsten Kreis Sanja Fidler Nicholas Sharp Kangxue Yin 38 74 0 20 Oct 2023
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics Kaiwen Zheng Cheng Lu Jianfei Chen Jun Zhu DiffM 37 75 0 20 Oct 2023
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference Siqi Kou Lei Gan Dequan Wang Chongxuan Li Zhijie Deng BDL DiffM 23 7 0 17 Oct 2023
Towards More Accurate Diffusion Model Acceleration with A Timestep Aligner Mengfei Xia Yujun Shen Changsong Lei Yu Zhou Ran Yi Deli Zhao Wenping Wang Yong Liu 32 5 0 14 Oct 2023
OmniControl: Control Any Joint at Any Time for Human Motion Generation Yiming Xie Varun Jampani Lei Zhong Deqing Sun Huaizu Jiang DiffM 34 109 0 12 Oct 2023
Debias the Training of Diffusion Models Huikang Yu Li Shen Jie Huang Man Zhou Hongsheng Li Feng Zhao DiffM 32 3 0 12 Oct 2023
Efficient Integrators for Diffusion Generative Models Kushagra Pandey Maja R. Rudolph Stephan Mandt DiffM 21 10 0 11 Oct 2023
Score Regularized Policy Optimization through Diffusion Behavior Huayu Chen Cheng Lu Zhengyi Wang Hang Su Jun Zhu 36 20 0 11 Oct 2023