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
Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space Yi Liu Wengen Li Jihong Guan S. Kevin Zhou Yichao Zhang DiffM 51 1 0 31 Mar 2025
Generative Latent Neural PDE Solver using Flow Matching Zijie Li Anthony Y. Zhou Amir Barati Farimani DiffM AI4CE 72 0 0 28 Mar 2025
Optimal Stepsize for Diffusion Sampling Jianning Pei Han Hu Shuyang Gu 48 0 0 27 Mar 2025
Towards Generating Realistic 3D Semantic Training Data for Autonomous Driving Lucas Nunes Rodrigo Marcuzzi Jens Behley C. Stachniss 3DPC 85 0 0 27 Mar 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 81 0 0 26 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 54 1 0 25 Mar 2025
AvatarArtist: Open-Domain 4D Avatarization Hongyu Liu Xuan Wang Bo Liu Yue Ma Jingye Chen Yanbo Fan Yujun Shen Yibing Song Qifeng Chen 41 0 0 25 Mar 2025
ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency Yang Ren Hai Jiang Menglong Yang W. Li Shuaicheng Liu DiffM 48 0 0 25 Mar 2025
PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models Junhyuk So Jiwoong Shin Chaeyeon Jang Eunhyeok Park DiffM 53 0 0 25 Mar 2025
Target-Aware Video Diffusion Models Taeksoo Kim Hanbyul Joo DiffM VGen 91 1 0 24 Mar 2025
CODA: Repurposing Continuous VAEs for Discrete Tokenization Zeyu Liu Zanlin Ni Yeguo Hua Xin Deng Xiao Ma Cheng Zhong Gao Huang 47 0 0 22 Mar 2025
DIDiffGes: Decoupled Semi-Implicit Diffusion Models for Real-time Gesture Generation from Speech Yongkang Cheng Shaoli Huang Xuelin Chen J. Ning Biwei Huang DiffM 55 1 0 21 Mar 2025
Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles Ruoqi Zhang Ziwei Luo Jens Sjölund Per Mattsson Linus Gisslén Alessandro Sestini 44 1 0 21 Mar 2025
Improving Autoregressive Image Generation through Coarse-to-Fine Token Prediction Ziyao Guo Kaipeng Zhang Michael Qizhe Shieh 43 0 0 20 Mar 2025
Unleashing Vecset Diffusion Model for Fast Shape Generation Zeqiang Lai Yunfei Zhao Zibo Zhao Haolin Liu Fuyun Wang ... Jinwei Huang Yuhong Liu Jie Jiang Chunchao Guo Xiangyu Yue DiffM 173 1 0 20 Mar 2025
Scale-wise Distillation of Diffusion Models Nikita Starodubcev Denis Kuznedelev Artem Babenko Dmitry Baranchuk DiffM 53 0 0 20 Mar 2025
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers Hui Zhang Tingwei Gao Jie Shao Zuxuan Wu 69 0 0 20 Mar 2025
Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation Kendong Liu Zhiyu Zhu Hui Liu Junhui Hou 47 0 0 20 Mar 2025
Single-Step Bidirectional Unpaired Image Translation Using Implicit Bridge Consistency Distillation Suhyeon Lee Kwanyoung Kim Jong Chul Ye DiffM 57 0 0 19 Mar 2025
LEGION: Learning to Ground and Explain for Synthetic Image Detection Hengrui Kang Siwei Wen Zichen Wen Junyan Ye Weijia Li ... Baichuan Zhou Bin Wang Dahua Lin Linfeng Zhang Conghui He 49 0 0 19 Mar 2025
EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment Yufei Zhu Yiming Zhong Zemin Yang Peishan Cong Jingyi Yu X. Zhu Y. Ma 58 1 0 18 Mar 2025
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency Jiangxuan Long Zhao Song Chiwun Yang AI4TS 183 0 0 18 Mar 2025
Rewards Are Enough for Fast Photo-Realistic Text-to-image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 177 0 0 17 Mar 2025
Adams Bashforth Moulton Solver for Inversion and Editing in Rectified Flow Yongjia Ma Donglin Di Xuan Liu Xiaokai Chen Lei Fan Wei Chen Tonghua Su 50 0 0 17 Mar 2025
Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification Wenbo Dai Lijing Lu Zhihang Li 48 0 0 16 Mar 2025
EEdit: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing Zexuan Yan Yue Ma Chang Zou Wenteng Chen Qifeng Chen Linfeng Zhang 65 0 0 13 Mar 2025
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Learnable Linear Extrapolation Jiawei Zhang Ziyuan Liu Leon Yan Gen Li Yuantao Gu 59 0 0 13 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 88 1 0 13 Mar 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality Zhengyao Lv Chenyang Si Junhao Song Zhenyu Yang Ping Luo Ziwei Liu Kwan-Yee K. Wong VGen DiffM 84 8 0 13 Mar 2025
MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment Hao Zhou Xiaobao Guo Yuzhe Zhu A. Kong DiffM 63 1 0 13 Mar 2025
V2Edit: Versatile Video Diffusion Editor for Videos and 3D Scenes Yanming Zhang Jun-Kun Chen Jipeng Lyu Yu-Xiong Wang DiffM VGen 53 0 0 13 Mar 2025
Probability-Flow ODE in Infinite-Dimensional Function Spaces Kunwoo Na Junghyun Lee Se-Young Yun Sungbin Lim 50 0 0 13 Mar 2025
Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework Jing Wang Fengzhuo Zhang Xiaoli Li Vincent Y. F. Tan Tianyu Pang Chao Du Aixin Sun Zhuoran Yang VGen 67 1 0 12 Mar 2025
Theoretical Guarantees for High Order Trajectory Refinement in Generative Flows Chengyue Gong Xiaoyu Li Yingyu Liang Jiangxuan Long Zhenmei Shi Zhao Song Yu Tian 56 3 0 12 Mar 2025
CoRe^2: Collect, Reflect and Refine to Generate Better and Faster Shitong Shao Zikai Zhou Dian Xie Yuetong Fang Tian Ye Lichen Bai Zeke Xie DiffM VLM 73 0 0 12 Mar 2025
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models Héctor Laria Alexandra Gomez-Villa Jiang Qin Muhammad Atif Butt Bogdan Raducanu Javier Vázquez-Corral Joost van de Weijer Kai Wang DiffM 65 0 0 12 Mar 2025
TPDiff: Temporal Pyramid Video Diffusion Model L. Ran Mike Zheng Shou 80 0 0 12 Mar 2025
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence Shangwen Zhu Han Zhang Zhantao Yang Qianyu Peng Zhao Pu Haoran Wang Fan Cheng DiffM 48 0 0 12 Mar 2025
Revealing the Implicit Noise-based Imprint of Generative Models Xinghan Li Jingjing Chen Yue Yu Xue Song Haijun Shan Yu Jiang 63 0 0 12 Mar 2025
Rethinking Diffusion Model in High Dimension Zhenxin Zheng Zhenjie Zheng DiffM 46 0 0 11 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 53 1 0 10 Mar 2025
Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation Tianyu Chen Yasi Zhang Zihan Wang Ying Nian Wu Oscar Leong Mingyuan Zhou DiffM 47 1 0 10 Mar 2025
Exposure Bias Reduction for Enhancing Diffusion Transformer Feature Caching Zhen Zou Hu Yu Jie Xiao Feng Zhao 45 0 0 10 Mar 2025
TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation Victor Shea-Jay Huang Le Zhuo Yi Xin Zhaokai Wang Peng Gao Hongsheng Li DiffM 48 1 0 10 Mar 2025
LBM: Latent Bridge Matching for Fast Image-to-Image Translation Clement Chadebec O. Tasar Sanjeev Sreetharan Benjamin Aubin 42 0 0 10 Mar 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers Jiacheng Liu Chang Zou Yuanhuiyi Lyu Junjie Chen Linfeng Zhang DiffM 63 1 0 10 Mar 2025
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models Ouxiang Li Yuan Wang Xinting Hu Houcheng Jiang Tao Liang Y. Hao Guojun Ma Fuli Feng DiffM 49 1 0 10 Mar 2025
Effective and Efficient Masked Image Generation Models Zebin You Jingyang Ou Xiaolu Zhang Jun Hu Jun Zhou Chongxuan Li DiffM VLM 64 1 0 10 Mar 2025
Multi-granular body modeling with Redundancy-Free Spatiotemporal Fusion for Text-Driven Motion Generation Xingzu Zhan Chen Xie Haoran Sun Haoran Sun Xiaochun Mai Mamba 50 0 0 10 Mar 2025
Towards More Accurate Personalized Image Generation: Addressing Overfitting and Evaluation Bias Mingxiao Li Tingyu Qu Tinne Tuytelaars Marie-Francine Moens EGVM 46 0 0 09 Mar 2025