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
Few-Step Diffusion via Score identity Distillation Mingyuan Zhou Yi Gu Zhendong Wang 17 0 0 19 May 2025
Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View Laziness Chuang Zhao Hui Tang Hongke Zhao Xiaomeng Li DiffM MedIm 4 0 0 17 May 2025
Diffusion Model in Hyperspectral Image Processing and Analysis: A Review Xing Hu Xiangcheng Liu Qianqian Duan Danfeng Hong Dawei Zhang DiffM 24 0 0 16 May 2025
Conditioning Matters: Training Diffusion Policies is Faster Than You Think Zibin Dong Yicheng Liu Yinchuan Li Hang Zhao Haifeng Zhang 19 0 0 16 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Yiming Li Lijun Yang Wen Yao Yue Deng DiffM 38 0 0 12 May 2025
Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution Zihang Liu Zhenyu Zhang Hao Tang 34 0 0 11 May 2025
StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation Ziyi Wang Haipeng Li Lin Sui Tianhao Zhou Hai Jiang Lang Nie Shuaicheng Liu DiffM VGen 52 0 0 10 May 2025
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition Zhiyuan Chen Keyi Li Yifan Jia Le Ye Yufei Ma DiffM 35 0 0 09 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 45 0 0 08 May 2025
Inter-Diffusion Generation Model of Speakers and Listeners for Effective Communication Jinhe Huang Yongkang Cheng Yuming Hang Gaoge Han Jiajian Li Jing Zhang Xingjian Gu 43 0 0 08 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability Liwen Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Yong-Jin Liu Yijiao Wang Jian Yang DiffM 61 0 0 06 May 2025
Ergodic Generative Flows Leo Maxime Brunswic Mateo Clemente Rui Heng Yang Adam Sigal Amir Rasouli Yinchuan Li 42 0 0 06 May 2025
Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Yiding Chen Yiyi Zhang Owen Oertell Wen Sun DiffM 52 0 0 06 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Xuzhi Zhang Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 74 0 0 05 May 2025
Quantizing Diffusion Models from a Sampling-Aware Perspective Qian Zeng Jie Song Yuanyu Wan Huiqiong Wang Mingli Song DiffM MQ 88 1 0 04 May 2025
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning Jifeng Hu Sili Huang Zhengyuan Yang Shengchao Hu Li Shen H. Chen Lichao Sun Yi-Ju Chang Dacheng Tao OffRL 170 0 0 03 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 34 0 0 02 May 2025
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution Aditya Arora Z. Tu Yucheng Wang Ruizheng Bai Jian Wang Sizhuo Ma DiffM 66 0 0 01 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 77 0 0 30 Apr 2025
Integration Flow Models Jingjing Wang Dan Zhang Joshua Luo Yin Yang Feng Luo 169 0 0 28 Apr 2025
Learning Stochastic Thermodynamics Directly from Correlation and Trajectory-Fluctuation Currents Jinghao Lyu Kyle J. Ray James P. Crutchfield AI4CE 58 0 0 26 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 80 0 0 24 Apr 2025
LiDPM: Rethinking Point Diffusion for Lidar Scene Completion Tetiana Martyniuk Gilles Puy Alexandre Boulch Renaud Marlet Raoul de Charette DiffM 48 0 0 24 Apr 2025
Efficient Temporal Consistency in Diffusion-Based Video Editing with Adaptor Modules: A Theoretical Framework Xinyuan Song Yangfan He Sida Li Jun Wang Hongyang He ... Keqin Li Kuan Lu Menghao Huo Binxu Li Pei Liu DiffM 39 0 0 22 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 51 1 0 21 Apr 2025
Diffusion-based supervised learning of generative models for efficient sampling of multimodal distributions Hoang Tran Zezhong Zhang F. Bao Dan Lu Guannan Zhang DiffM 52 0 0 20 Apr 2025
Single Document Image Highlight Removal via A Large-Scale Real-World Dataset and A Location-Aware Network Lu Pan Yu-Hsuan Huang Hongxia Xie Cheng Zhang H Zhao Hong-Han Shuai Wen-Huang Cheng 28 0 0 19 Apr 2025
PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling Alara Dirik Tuanfeng Y. Wang Duygu Ceylan Stefanos Zafeiriou Anna Frühstück DiffM 47 0 0 19 Apr 2025
Entropic Time Schedulers for Generative Diffusion Models Dejan Stancevic Luca Ambrogioni DiffM OOD 51 0 0 18 Apr 2025
A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation Rongtao Xu J. Zhang Minghao Guo Youpeng Wen H. Yang ... Liqiong Wang Yuxuan Kuang Meng Cao Feng Zheng Xiaodan Liang 50 3 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 39 0 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 62 0 0 16 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 31 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 28 0 0 15 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Yang Zhang Bingqi Ma Lujundong Li D. Jiang Zhuofan Zong Y. Liu DiffM 50 0 0 15 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 41 0 0 13 Apr 2025
D $^2$ iT: Dynamic Diffusion Transformer for Accurate Image Generation Weinan Jia Mengqi Huang Nan Chen Lei Zhang Zhendong Mao 29 0 0 13 Apr 2025
Diffusion Models for Robotic Manipulation: A Survey Rosa Wolf Yitian Shi Sheng Liu Rania Rayyes 51 1 0 11 Apr 2025
FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation Linyan Huang Haonan Lin Yanning Zhou Kaiwen Xiao 47 0 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 33 0 0 09 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas J. Guibas Gordon Wetzstein Sai Bi DiffM 63 0 0 07 Apr 2025
Multi-identity Human Image Animation with Structural Video Diffusion Zhenzhi Wang Yong Li Yanhong Zeng Yuwei Guo Dahua Lin Tianfan Xue Bo Dai VGen 24 0 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 49 0 0 04 Apr 2025
MAD: Makeup All-in-One with Cross-Domain Diffusion Model Bo-Kai Ruan Hong-Han Shuai DiffM 41 0 0 03 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 71 2 0 03 Apr 2025
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions Jinyoung Choi Junoh Kang Bohyung Han 37 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 40 0 0 02 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 58 0 0 02 Apr 2025
FreSca: Unveiling the Scaling Space in Diffusion Models Chao Huang Susan Liang Yunlong Tang Li Ma Yapeng Tian Chenliang Xu DiffM 48 1 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 166 0 0 31 Mar 2025