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 / 225 papers shown

Title
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition Zhiyuan Chen Keyi Li Yifan Jia Le Ye Yufei Ma DiffM 25 0 0 09 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 41 0 0 08 May 2025
Inter-Diffusion Generation Model of Speakers and Listeners for Effective Communication Jinhe Huang Yongkang Cheng Yuming Hang Gaoge Han J. Li Jing Zhang Xingjian Gu 41 0 0 08 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability L. Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Y. Liu Y. Wang Jian Yang DiffM 54 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 45 0 0 06 May 2025
Ergodic Generative Flows Leo Maxime Brunswic Mateo Clemente Rui Heng Yang Adam Sigal Amir Rasouli Yinchuan Li 35 0 0 06 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities X. Zhang Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 60 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 71 1 0 04 May 2025
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning Jifeng Hu Sili Huang Z. Yang Shengchao Hu Li Shen H. Chen Lichao Sun Yi-Ju Chang Dacheng Tao OffRL 77 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 25 0 0 02 May 2025
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution Aditya Arora Z. Tu Y. Wang Ruizheng Bai Jian Wang Sizhuo Ma DiffM 61 0 0 01 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 68 0 0 30 Apr 2025
Integration Flow Models Jingjing Wang Dan Zhang Joshua Luo Yin Yang Feng Luo 74 0 0 28 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 70 0 0 24 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 34 0 0 20 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 40 0 0 19 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 37 3 0 17 Apr 2025
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang X. Li Tiezheng Ge Bo Zheng Limin Wang MoMe 57 0 0 16 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 61 0 0 07 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 77 0 0 31 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 102 0 0 20 Mar 2025
EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment Yufei Zhu Yiming Zhong Zemin Yang Peishan Cong Jingyi Yu X. Zhu Y. Ma 53 1 0 18 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 58 0 0 13 Mar 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality Zhengyao Lv Chenyang Si Junhao Song Zhenyu Yang Yu Qiao Ziwei Liu Kwan-Yee K. Wong VGen DiffM 76 7 0 13 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 80 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 48 0 0 13 Mar 2025
Rethinking Diffusion Model in High Dimension Zhenxin Zheng Zhenjie Zheng DiffM 41 0 0 11 Mar 2025
Effective and Efficient Masked Image Generation Models Zebin You Jingyang Ou Xiaolu Zhang Jun Hu Jun Zhou Chongxuan Li DiffM VLM 54 1 0 10 Mar 2025
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis Zixi Kang Xinghan Wang Yadong Mu VGen 63 0 0 08 Mar 2025
DPR: Diffusion Preference-based Reward for Offline Reinforcement Learning Teng Pang Bingzheng Wang Guoqiang Wu Yilong Yin OffRL 65 0 0 03 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Ming-Yu Liu J. Zhu Qinsheng Zhang DiffM 47 0 0 03 Mar 2025
Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport Mingyang Sun Pengxiang Ding Weinan Zhang Donglin Wang OT 78 0 0 24 Feb 2025
LaRE $^2$ : Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection Yunpeng Luo Junlong Du Ke Yan Shouhong Ding DiffM 132 19 0 24 Feb 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong DiffM 38 2 0 22 Feb 2025
3D-Adapter: Geometry-Consistent Multi-View Diffusion for High-Quality 3D Generation Hansheng Chen Bokui Shen Yulin Liu Ruoxi Shi Linqi Zhou Connor Z. Lin Jiayuan Gu H. Su Gordon Wetzstein Leonidas J. Guibas 94 1 0 21 Feb 2025
Accelerating Diffusion Transformers with Token-wise Feature Caching Chang Zou Xuyang Liu Ting Liu Siteng Huang Linfeng Zhang 49 13 0 20 Feb 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise Yunlong Yuan Yuanfan Guo Chunwei Wang Wei Zhang Hang Xu L. Zhang DiffM VGen 108 1 0 20 Feb 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation Taeyoung Yun Dinghuai Zhang Jinkyoo Park Ling Pan DiffM 73 2 0 17 Feb 2025
Maximum Entropy Reinforcement Learning with Diffusion Policy Xiaoyi Dong Jian Cheng X. Zhang 36 0 0 17 Feb 2025
BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model Weilin Lin Nanjun Zhou Y. Wang Jianze Li Hui Xiong Li Liu AAML DiffM 107 0 0 17 Feb 2025
SWA-LDM: Toward Stealthy Watermarks for Latent Diffusion Models Z. Yang Linye Lyu Xuanhang Chang Daojing He Yu Li 36 0 0 14 Feb 2025
A Reversible Solver for Diffusion SDEs Zander Blasingame Chen Liu DiffM 54 0 0 12 Feb 2025
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers Ao Li Wei Fang Hongbo Zhao Le Lu Ge Yang Minfeng Xu DiffM 81 0 0 11 Feb 2025
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile Hangliang Ding Dacheng Li Runlong Su Peiyuan Zhang Zhijie Deng Ion Stoica Hao Zhang VGen 65 4 0 10 Feb 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 74 7 0 28 Jan 2025
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance Yinan Zheng Ruiming Liang Kexin Zheng Jinliang Zheng Liyuan Mao ... Weihao Gu Rui Ai Shengbo Eben Li Xianyuan Zhan Jingjing Liu 59 6 0 26 Jan 2025
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration Di You P. Dragotti DiffM 35 1 0 23 Jan 2025
Robust Representation Consistency Model via Contrastive Denoising Jiachen Lei Julius Berner Jiongxiao Wang Zhongzhu Chen Zhongjia Ba Kui Ren Jun Zhu Anima Anandkumar DiffM 77 0 0 22 Jan 2025
VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model Xianwei Zhuang Yuxin Xie Yufan Deng Liming Liang Jinghan Ru Yuguo Yin Yuexian Zou MLLM VLM LRM 109 4 0 21 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 71 4 0 20 Jan 2025