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
Diffusion-C: Unveiling the Generative Challenges of Diffusion Models through Corrupted Data Keywoong Bae Suan Lee Wookey Lee DiffM 34 1 0 14 Dec 2023
Guided Diffusion from Self-Supervised Diffusion Features Vincent Tao Hu Yunlu Chen Mathilde Caron Yuki M. Asano Cees G. M. Snoek Bjorn Ommer 45 11 0 14 Dec 2023
SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space Yunchen Li Zhou Yu Gaoqi He Yunhang Shen Ke Li Xing Sun Shaohui Lin DiffM 27 9 0 13 Dec 2023
Clockwork Diffusion: Efficient Generation With Model-Step Distillation A. Habibian Amir Ghodrati Noor Fathima Guillaume Sautière Risheek Garrepalli Fatih Porikli Jens Petersen 40 7 0 13 Dec 2023
SpeedUpNet: A Plug-and-Play Hyper-Network for Accelerating Text-to-Image Diffusion Models Weilong Chai Dandan Zheng Jiajiong Cao Zhiquan Chen Changbao Wang Chenguang Ma 17 0 0 13 Dec 2023
Fast Sampling Through The Reuse Of Attention Maps In Diffusion Models Rosco Hunter Łukasz Dudziak Mohamed S. Abdelfattah Abhinav Mehrotra Sourav Bhattacharya Hongkai Wen 25 1 0 13 Dec 2023
Boosting Latent Diffusion with Flow Matching Johannes S. Fischer Ming Gui Pingchuan Ma Nick Stracke S. A. Baumann Bjorn Ommer 27 20 0 12 Dec 2023
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models En-hao Liu Xuefei Ning Huazhong Yang Yu Wang DiffM 39 11 0 12 Dec 2023
One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng Ashwini Pokle Trevor Killeen 39 30 0 12 Dec 2023
DiffAIL: Diffusion Adversarial Imitation Learning Bingzheng Wang Guoqiang Wu Teng Pang Yan Zhang Yilong Yin 27 11 0 11 Dec 2023
Compensation Sampling for Improved Convergence in Diffusion Models Hui Lu A. A. Salah Ronald Poppe 45 1 0 11 Dec 2023
Correcting Diffusion Generation through Resampling Yujian Liu Yang Zhang Tommi Jaakkola Shiyu Chang 44 8 0 10 Dec 2023
Conditional Stochastic Interpolation for Generative Learning Ding Huang Jian Huang Ting Li Guohao Shen BDL DiffM 43 4 0 09 Dec 2023
FreeFlow: A Comprehensive Understanding on Diffusion Probabilistic Models via Optimal Transport Bowen Sun Shibao Zheng OT 35 0 0 09 Dec 2023
Efficient Quantization Strategies for Latent Diffusion Models Yuewei Yang Xiaoliang Dai Jialiang Wang Peizhao Zhang Hongbo Zhang DiffM MQ 32 13 0 09 Dec 2023
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling Ruihan Yang H. Gamper Sebastian Braun DiffM 36 5 0 08 Dec 2023
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation Thuan Hoang Nguyen Anh Tran DiffM 26 58 0 08 Dec 2023
GenTron: Diffusion Transformers for Image and Video Generation Shoufa Chen Mengmeng Xu Jiawei Ren Yuren Cong Sen He Yanping Xie Animesh Sinha Ping Luo Tao Xiang Juan-Manuel Perez-Rua VGen 44 38 0 07 Dec 2023
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion Yujie Wei Shiwei Zhang Zhiwu Qing Hangjie Yuan Zhiheng Liu Yu Liu Yingya Zhang Jingren Zhou Hongming Shan DiffM VGen 24 90 0 07 Dec 2023
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models Jiayi Guo Xingqian Xu Yifan Pu Zanlin Ni Chaofei Wang Manushree Vasu Shiji Song Gao Huang Humphrey Shi DiffM 34 28 0 07 Dec 2023
Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes Hmrishav Bandyopadhyay Subhadeep Koley Ayan Das A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 52 13 0 07 Dec 2023
FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models Junhyuk So Jungwon Lee Eunhyeok Park DiffM 38 9 0 06 Dec 2023
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis Zehua Chen Guande He Kaiwen Zheng Xu Tan Jun Zhu DiffM 56 21 0 06 Dec 2023
F3-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis Jingkuan Song Jianzhi Liu Lianli Gao Jingkuan Song DiffM VGen 25 4 0 06 Dec 2023
Cache Me if You Can: Accelerating Diffusion Models through Block Caching Felix Wimbauer Bichen Wu Edgar Schoenfeld Xiaoliang Dai Ji Hou ... Jonas Kohler Christian Rupprecht Daniel Cremers Peter Vajda Jialiang Wang DiffM 40 59 0 06 Dec 2023
Collaborative Neural Painting Nicola Dall’Asen Willi Menapace E. Peruzzo E. Sangineto Yiming Wang Elisa Ricci 29 0 0 04 Dec 2023
Latent Feature-Guided Diffusion Models for Shadow Removal Kangfu Mei Luis Figueroa Zhe Lin Zhihong Ding Scott D. Cohen Vishal M. Patel DiffM 31 18 0 04 Dec 2023
ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models Jeong-gi Kwak Erqun Dong Yuhe Jin Hanseok Ko Shweta Mahajan Kwang Moo Yi DiffM VGen 72 38 0 03 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 31 125 0 01 Dec 2023
TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models Pengxiang Li Kai Chen Zhili Liu Ruiyuan Gao Lanqing Hong Guo Zhou Hua Yao Dit-Yan Yeung Huchuan Lu Xu Jia VGen DiffM 24 0 0 01 Dec 2023
Exploiting Diffusion Prior for Generalizable Dense Prediction Hsin-Ying Lee Hung-Yu Tseng Hsin-Ying Lee Ming-Hsuan Yang DiffM MDE 47 18 0 30 Nov 2023
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 135 230 0 30 Nov 2023
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps Zhenyu Zhou Defang Chen Can Wang Chun-Yen Chen DiffM 34 44 0 30 Nov 2023
On Exact Inversion of DPM-Solvers Seongmin Hong Kyeonghyun Lee Suh Yoon Jeon Hyewon Bae Se Young Chun DiffM 39 21 0 30 Nov 2023
Non-Cross Diffusion for Semantic Consistency Ziyang Zheng Ruiyuan Gao Qiang Xu DiffM 37 2 0 30 Nov 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong Liu 44 5 0 30 Nov 2023
HiPA: Enabling One-Step Text-to-Image Diffusion Models via High-Frequency-Promoting Adaptation Yifan Zhang Bryan Hooi VLM 42 9 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 45 6 0 29 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 339 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 40 69 0 28 Nov 2023
MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices Yang Zhao Yanwu Xu Zhisheng Xiao Haolin Jia Tingbo Hou VLM 49 11 0 28 Nov 2023
Exploring Straighter Trajectories of Flow Matching with Diffusion Guidance Siyu Xing Jie Cao Huaibo Huang Xiao-Yu Zhang Ran He 54 3 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 41 28 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 30 38 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 31 3 0 27 Nov 2023
Reinforcement Learning from Diffusion Feedback: Q* for Image Search Aboli Rajan Marathe VLM 49 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 38 2 0 26 Nov 2023
Functional Diffusion Biao Zhang Peter Wonka DiffM 108 9 0 26 Nov 2023
Flow-Guided Diffusion for Video Inpainting Bohai Gu Yongsheng Yu Hengrui Fan Libo Zhang VGen DiffM 39 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 32 20 0 25 Nov 2023