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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
Differentiable Solver Search for Fast Diffusion Sampling Shuai Wang Zexian Li Qipeng Zhang Tianhui Song Xubin Li T. Ge Bo Zheng Limin Wang DiffM 119 0 0 27 May 2025
Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models Yang Zheng Wen Li Zhaoqiang Liu 84 0 0 27 May 2025
Learning Single Index Models with Diffusion Priors Anqi Tang Youming Chen Shuchen Xue Zhaoqiang Liu DiffM 94 0 0 27 May 2025
Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning Maosen Zhao Pengtao Chen Chong Yu Yan Wen Xudong Tan Tao Chen MQ 44 1 0 27 May 2025
DiSA: Diffusion Step Annealing in Autoregressive Image Generation Qinyu Zhao Jaskirat Singh Ming Xu Akshay Asthana Stephen Gould Liang Zheng DiffM 83 0 0 26 May 2025
DiffE2E: Rethinking End-to-End Driving with a Hybrid Action Diffusion and Supervised Policy Rui Zhao Yuze Fan Ziguo Chen Fei Gao Zhenhai Gao 78 0 0 26 May 2025
Kernel Space Diffusion Model for Efficient Remote Sensing Pansharpening Hancong Jin Zihan Cao Liangjian Deng DiffM 194 0 0 25 May 2025
Plug-and-Play Context Feature Reuse for Efficient Masked Generation Xuejie Liu Anji Liu Guy Van den Broeck Yitao Liang 53 0 0 25 May 2025
UniDB++: Fast Sampling of Unified Diffusion Bridge Mokai Pan Kaizhen Zhu Yuexin Ma Yanwei Fu Jingyi Yu Jingya Wang Ye Shi 57 0 0 23 May 2025
FLEX: A Backbone for Diffusion-Based Modeling of Spatio-temporal Physical Systems N. Benjamin Erichson Vinicius Mikuni Dongwei Lyu Yang Gao Omri Azencot Soon Hoe Lim Michael W. Mahoney AI4CE 898 0 0 23 May 2025
MARché: Fast Masked Autoregressive Image Generation with Cache-Aware Attention Chaoyi Jiang Sungwoo Kim Lei Gao Hossein Entezari Zarch Won Woo Ro Murali Annavaram 31 0 0 22 May 2025
DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution Zheng Chen Zichen Zou Kewei Zhang Xiongfei Su Xin Yuan Yong Guo Yulun Zhang DiffM VGen 89 0 0 22 May 2025
SEM: Enhancing Spatial Understanding for Robust Robot Manipulation Xuewu Lin Tianwei Lin Lichao Huang Hongyu Xie Yiwei Jin Keyu Li Zhizhong Su 52 0 0 22 May 2025
Toward Theoretical Insights into Diffusion Trajectory Distillation via Operator Merging Weiguo Gao Ming Li DiffM 70 0 0 21 May 2025
Angle Domain Guidance: Latent Diffusion Requires Rotation Rather Than Extrapolation Cheng Jin Zhenyu Xiao Chutao Liu Yuantao Gu DiffM 42 2 0 21 May 2025
Scalable Autoregressive 3D Molecule Generation Austin H. Cheng Chong Sun Alán Aspuru-Guzik 104 1 0 20 May 2025
Learning to Integrate Diffusion ODEs by Averaging the Derivatives Wenze Liu Xiangyu Yue 84 0 0 20 May 2025
FlowQ: Energy-Guided Flow Policies for Offline Reinforcement Learning Marvin Alles Nutan Chen Patrick van der Smagt Botond Cseke 111 0 0 20 May 2025
Few-Step Diffusion via Score identity Distillation Mingyuan Zhou Yi Gu Zhendong Wang 106 1 0 19 May 2025
MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning Jinhua Zhang Wei Long Minghao Han Weiyi You Shuhang Gu BDL 85 0 0 19 May 2025
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling Nimrod Berman Ilan Naiman Moshe Eliasof Hedi Zisling Omri Azencot DiffM OffRL 100 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 76 0 0 17 May 2025
How can Diffusion Models Evolve into Continual Generators? Jingren Liu Zhong Ji Xiangyu Chen DiffM 67 0 0 17 May 2025
Conditioning Matters: Training Diffusion Policies is Faster Than You Think Zibin Dong Yicheng Liu Yinchuan Li Hang Zhao Haifeng Zhang 128 0 0 16 May 2025
Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration Haipeng Fang Sheng Tang Juan Cao Enshuo Zhang Fan Tang Tong-Yee Lee 98 0 0 16 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Haoyang Li Lijun Yang Wen Yao Yue Deng DiffM 236 0 0 12 May 2025
Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution Zihang Liu Zhenyu Zhang Hao Tang 77 2 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 98 1 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 86 0 0 09 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 102 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 85 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 Yang Liu Yijiao Wang Jian Yang DiffM 139 1 0 06 May 2025
Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Yiding Chen Yiyi Zhang Owen Oertell Wen Sun DiffM 95 1 0 06 May 2025
Ergodic Generative Flows Leo Maxime Brunswic Mateo Clemente Rui Heng Yang Adam Sigal Amir Rasouli Yinchuan Li 140 0 0 06 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Wei Wei Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan ... Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 323 1 0 05 May 2025
Quantizing Diffusion Models from a Sampling-Aware Perspective Qian Zeng Jie Song Yuanyu Wan Huiqiong Wang Mingli Song DiffM MQ 122 1 0 04 May 2025
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning Jifeng Hu Sili Huang Zhiyong Yang Shengchao Hu Li Shen Hechang Chen Lichao Sun Yi-Ju Chang Dacheng Tao OffRL 429 0 0 03 May 2025
Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Nishant Jain Xunpeng Huang Yian Ma Tong Zhang 114 0 0 02 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 151 0 0 02 May 2025
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution Aditya Arora Zhuowen Tu Yucheng Wang Ruizheng Bai Jian Wang Sizhuo Ma DiffM 114 0 0 01 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 126 0 0 30 Apr 2025
Integration Flow Models Jingjing Wang Dan Zhang Joshua Luo Yin Yang Feng Luo 457 0 0 28 Apr 2025
Learning Stochastic Thermodynamics Directly from Correlation and Trajectory-Fluctuation Currents Jinghao Lyu Kyle J. Ray James P. Crutchfield AI4CE 98 0 0 26 Apr 2025
LiDPM: Rethinking Point Diffusion for Lidar Scene Completion Tetiana Martyniuk Gilles Puy Alexandre Boulch Renaud Marlet Raoul de Charette DiffM 85 0 0 24 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 111 1 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 94 0 0 22 Apr 2025
DRAGON: Distributional Rewards Optimize Diffusion Generative Models Yatong Bai Jonah Casebeer Somayeh Sojoudi Nicholas J. Bryan DiffM VLM 115 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 123 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 83 0 0 19 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 56 0 0 19 Apr 2025