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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
Entropic Time Schedulers for Generative Diffusion Models Dejan Stancevic Luca Ambrogioni L. Ambrogioni DiffM OOD 93 0 0 18 Apr 2025
A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation Rongtao Xu Junxuan Zhang Minghao Guo Youpeng Wen H. Yang ... Liqiong Wang Yuxuan Kuang Meng Cao Feng Zheng Xiaodan Liang 150 4 0 17 Apr 2025
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach Lvpan Cai Haowei Wang Jiayi Ji YanShu ZhouMen Yiwei Ma Xiaoshuai Sun Liujuan Cao Rongrong Ji ViT 90 1 0 16 Apr 2025
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang Xinfeng Li Tiezheng Ge Bo Zheng Limin Wang MoMe 137 1 0 16 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Yuanxing Zhang Bingqi Ma Lujundong Li D. Jiang Zhuofan Zong Y. Liu DiffM 111 0 0 15 Apr 2025
ProtFlow: Fast Protein Sequence Design via Flow Matching on Compressed Protein Language Model Embeddings Zitai Kong Yiheng Zhu Yinlong Xu Hanjing Zhou Mingzhe Yin Jialu Wu Hongxia Xu Chang-Yu Hsieh Tingjun Hou Jian Wu 53 0 0 15 Apr 2025
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 82 0 0 15 Apr 2025
D $^2$ iT: Dynamic Diffusion Transformer for Accurate Image Generation Weinan Jia Mengqi Huang Nan Chen Lei Zhang Zhendong Mao 92 0 0 13 Apr 2025
Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training Lexington Whalen Zhenbang Du Haoran You Chaojian Li Sixu Li Yingyan 99 0 0 13 Apr 2025
Diffusion Models for Robotic Manipulation: A Survey Rosa Wolf Yitian Shi Sheng Liu Rania Rayyes 127 2 0 11 Apr 2025
FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation Linyan Huang Haonan Lin Yanning Zhou Kaiwen Xiao 110 1 0 10 Apr 2025
ColorizeDiffusion v2: Enhancing Reference-based Sketch Colorization Through Separating Utilities Dingkun Yan Xinrui Wang Yusuke Iwasawa Yutaka Matsuo Suguru Saito Jiaxian Guo DiffM 42 0 0 09 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas Guibas Gordon Wetzstein Sai Bi DiffM 150 2 0 07 Apr 2025
Multi-identity Human Image Animation with Structural Video Diffusion Zhenzhi Wang Yongqian Li Yanhong Zeng Yuwei Guo Dahua Lin Tianfan Xue Bo Dai VGen 78 2 0 05 Apr 2025
Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable Xin Jin Simon Niklaus Zhoutong Zhang Zhihao Xia Chunle Guo Yuting Yang J. Chen Chongyi Li VGen 142 1 0 04 Apr 2025
VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning Xianwei Zhuang Yuxin Xie Yufan Deng Dongchao Yang Liming Liang Jinghan Ru Yuguo Yin Yuexian Zou 165 5 0 03 Apr 2025
MAD: Makeup All-in-One with Cross-Domain Diffusion Model Bo-Kai Ruan Hong-Han Shuai DiffM 93 0 0 03 Apr 2025
Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression Dohyun Kim S. Park Geonhee Han Seung Wook Kim Paul Hongsuck Seo DiffM 114 0 0 02 Apr 2025
InvFussion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems Noam Elata Hyungjin Chung Jong Chul Ye T. Michaeli Michael Elad DiffM 93 0 0 02 Apr 2025
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions Jinyoung Choi Junoh Kang Bohyung Han 81 0 0 02 Apr 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 526 1 0 31 Mar 2025
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 87 1 0 31 Mar 2025
Generative Latent Neural PDE Solver using Flow Matching Zijie Li Anthony Zhou Amir Barati Farimani DiffM AI4CE 147 2 0 28 Mar 2025
Optimal Stepsize for Diffusion Sampling Jianning Pei Han Hu Shuyang Gu 111 2 0 27 Mar 2025
Towards Generating Realistic 3D Semantic Training Data for Autonomous Driving Lucas Nunes Rodrigo Marcuzzi Jens Behley C. Stachniss 3DPC 157 1 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 162 0 0 26 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 85 0 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 132 3 0 25 Mar 2025
PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models Junhyuk So Jiwoong Shin Chaeyeon Jang Eunhyeok Park DiffM 134 0 0 25 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 179 3 0 25 Mar 2025
Target-Aware Video Diffusion Models Taeksoo Kim Hanbyul Joo DiffM VGen 173 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 84 0 0 22 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 69 1 0 21 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 79 1 0 21 Mar 2025
Improving Autoregressive Image Generation through Coarse-to-Fine Token Prediction Ziyao Guo Jianchao Tan Michael Qizhe Shieh 62 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 511 2 0 20 Mar 2025
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers Hui Zhang Tingwei Gao Jie Shao Zuxuan Wu 119 2 0 20 Mar 2025
Scale-wise Distillation of Diffusion Models Nikita Starodubcev Denis Kuznedelev Artem Babenko Dmitry Baranchuk DiffM 101 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 116 0 0 20 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 99 6 0 19 Mar 2025
Single-Step Bidirectional Unpaired Image Translation Using Implicit Bridge Consistency Distillation Suhyeon Lee Kwanyoung Kim Jong Chul Ye DiffM 116 1 0 19 Mar 2025
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency Jiangxuan Long Zhao Song Chiwun Yang AI4TS 486 0 0 18 Mar 2025
EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment Yufei Zhu Yiming Zhong Zemin Yang Peishan Cong Jingyi Yu X. Zhu Y. Ma 98 1 0 18 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 80 1 0 17 Mar 2025
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 470 0 0 17 Mar 2025
Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification Wenbo Dai Lijing Lu Zhihang Li 109 2 0 16 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 154 1 0 13 Mar 2025
Probability-Flow ODE in Infinite-Dimensional Function Spaces Kunwoo Na Junghyun Lee Se-Young Yun Sungbin Lim 81 0 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 169 18 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 119 0 0 13 Mar 2025