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
HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation Yifan Zhang Bryan Hooi VLM 78 10 0 30 Nov 2023
HiDiffusion: Unlocking Higher-Resolution Creativity and Efficiency in Pretrained Diffusion Models Shen Zhang Zhaowei Chen Zhenyu Zhao Yuhao Chen Yao Tang Jiajun Liang 105 8 0 29 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 229 389 0 28 Nov 2023
LEDITS++: Limitless Image Editing using Text-to-Image Models Manuel Brack Felix Friedrich Katharina Kornmeier Linoy Tsaban P. Schramowski Kristian Kersting Apolinário Passos DiffM 105 76 0 28 Nov 2023
MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices Yang Zhao Yanwu Xu Zhisheng Xiao Haolin Jia Tingbo Hou VLM 101 13 0 28 Nov 2023
Exploring Straighter Trajectories of Flow Matching with Diffusion Guidance Siyu Xing Jie Cao Huaibo Huang Xiao-Yu Zhang Ran He 85 4 0 28 Nov 2023
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift Shengwei An Sheng-Yen Chou Kaiyuan Zhang Qiuling Xu Guanhong Tao ... Shuyang Cheng Shiqing Ma Pin-Yu Chen Tsung-Yi Ho Xiangyu Zhang DiffM AAML 187 30 0 27 Nov 2023
TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models Yushi Huang Ruihao Gong Jing Liu Tianlong Chen Xianglong Liu DiffM MQ 111 41 0 27 Nov 2023
One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls Minghui Hu Jianbin Zheng Chuanxia Zheng Chaoyue Wang Dacheng Tao Tat-Jen Cham DiffM 99 5 0 27 Nov 2023
Reinforcement Learning from Diffusion Feedback: Q* for Image Search Aboli Rajan Marathe VLM 93 0 0 27 Nov 2023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration Zihao Zou Jiaming Liu Shirin Shoushtari Yubo Wang Weijie Gan Ulugbek S. Kamilov VGen DiffM 89 2 0 26 Nov 2023
Functional Diffusion Biao Zhang Peter Wonka DiffM 195 9 0 26 Nov 2023
Flow-Guided Diffusion for Video Inpainting Bohai Gu Yongsheng Yu Hengrui Fan Libo Zhang VGen DiffM 118 12 0 26 Nov 2023
Point Cloud Pre-training with Diffusion Models Xiao Zheng Xiaoshui Huang Guofeng Mei Yuenan Hou Zhaoyang Lyu Bo Dai Wanli Ouyang Yongshun Gong 99 28 0 25 Nov 2023
FreePIH: Training-Free Painterly Image Harmonization with Diffusion Model Ruibin Li Jingcai Guo Song Guo Qihua Zhou Jiewei Zhang DiffM 100 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 115 66 0 24 Nov 2023
ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model Eslam Mohamed Bakr Liangbing Zhao Vincent Tao Hu Matthieu Cord Patrick Pérez Mohamed Elhoseiny 76 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 237 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 171 121 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 98 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 75 11 0 20 Nov 2023
Gaussian Interpolation Flows Yuan Gao Jianxia Huang Yuling Jiao AI4CE 83 4 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 69 7 0 16 Nov 2023
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models Jiaxin Zhang Joy Rimchala Lalla Mouatadid Kamalika Das Kumar Sricharan DiffM 65 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 76 8 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 231 121 0 14 Nov 2023
Sampler Scheduler for Diffusion Models Zitong Cheng DiffM 94 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 99 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 103 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 194 162 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 61 3 0 08 Nov 2023
Improved DDIM Sampling with Moment Matching Gaussian Mixtures Prasad Gabbur DiffM 52 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 Zhan Qin Xiang Wang Deli Zhao Jingren Zhou DiffM VGen 142 231 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 68 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 93 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 73 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 136 43 0 02 Nov 2023
Optimal Transport-Guided Conditional Score-Based Diffusion Models Xiang Gu Liwei Yang Jian Sun Zongben Xu DiffM OT 95 10 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 160 68 0 02 Nov 2023
Gaussian Mixture Solvers for Diffusion Models Hanzhong Guo Cheng Lu Fan Bao Tianyu Pang Shuicheng Yan Chao Du Chongxuan Li 72 11 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 77 73 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 88 1 0 02 Nov 2023
Diffusion models for probabilistic programming Simon Dirmeier Fernando Pérez-Cruz 88 1 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 51 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 104 4 0 31 Oct 2023
DiffEnc: Variational Diffusion with a Learned Encoder Beatrix M. G. Nielsen Anders Christensen Andrea Dittadi Ole Winther DiffM 125 13 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 84 27 0 29 Oct 2023
Successfully Applying Lottery Ticket Hypothesis to Diffusion Model Chao Jiang Bo Hui Bohan Liu Da Yan DiffM 78 14 0 28 Oct 2023
Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness Boya Zhang Weijian Luo Zhihua Zhang 75 12 0 28 Oct 2023
TorchDEQ: A Library for Deep Equilibrium Models Zhengyang Geng J. Zico Kolter VLM 160 12 0 28 Oct 2023