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 / 988 papers shown

Title
Towards a mathematical theory for consistency training in diffusion models Gen Li Zhihan Huang Yuting Wei 80 16 0 12 Feb 2024
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models Jiacheng Ye Shansan Gong Liheng Chen Lin Zheng Jiahui Gao ... Chuan Wu Xin Jiang Zhenguo Li Wei Bi Lingpeng Kong DiffM LRM AI4CE 64 14 0 12 Feb 2024
Towards Fast Stochastic Sampling in Diffusion Generative Models Kushagra Pandey Maja R. Rudolph Stephan Mandt DiffM 30 0 0 11 Feb 2024
Sequential Flow Straightening for Generative Modeling Jongmin Yoon Juho Lee 36 0 0 09 Feb 2024
Animated Stickers: Bringing Stickers to Life with Video Diffusion David Yan Winnie Zhang Luxin Zhang Anmol Kalia Dingkang Wang ... Guan Pang Ali K. Thabet Peter Vajda Amy Bearman Licheng Yu VGen DiffM 67 2 0 08 Feb 2024
DiscDiff: Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni W. Beardall Guoxuan Xia Akashaditya Das Guy-Bart Stan Yiren Zhao 35 6 0 08 Feb 2024
Scalable Diffusion Models with State Space Backbone Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 72 35 0 08 Feb 2024
Blue noise for diffusion models Xingchang Huang Corentin Salaün C. N. Vasconcelos Christian Theobalt Cengiz Öztireli Gurprit Singh DiffM 32 6 0 07 Feb 2024
AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies Xixi Hu Bo Liu Xingchao Liu Qiang Liu 46 11 0 06 Feb 2024
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models Yang Sui Huy Phan Jinqi Xiao Tian-Di Zhang Zijie Tang Cong Shi Yan Wang Yingying Chen Bo Yuan DiffM AAML 32 12 0 05 Feb 2024
Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models Fangzhao Zhang Mert Pilanci AI4CE 65 16 0 04 Feb 2024
Diffusion Cross-domain Recommendation Yuner Xuan DiffM 48 3 0 03 Feb 2024
Precise Knowledge Transfer via Flow Matching Shitong Shao Zhiqiang Shen Linrui Gong Huanran Chen Xu Dai 36 2 0 03 Feb 2024
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties Jingyuan Sun Mingxiao Li Zijiao Chen Marie-Francine Moens VGen 36 7 0 02 Feb 2024
AnimateLCM: Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning Fu-Yun Wang Zhaoyang Huang Xiaoyu Shi Weikang Bian Guanglu Song Yu Liu Hongsheng Li 21 19 0 01 Feb 2024
Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances Xuefeng Gao Lingjiong Zhu 43 20 0 31 Jan 2024
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation Mehdi Noroozi Isma Hadji Brais Martínez Adrian Bulat Georgios Tzimiropoulos 36 10 0 30 Jan 2024
Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models Zhongjie Duan Chengyu Wang Cen Chen Weining Qian Jun Huang DiffM 26 7 0 29 Jan 2024
DiffuserLite: Towards Real-time Diffusion Planning Zibin Dong Jianye Hao Yifu Yuan Fei Ni Yitian Wang Pengyi Li Yan Zheng 83 15 0 27 Jan 2024
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects Zhao Wang Aoxue Li Lingting Zhu Yong Guo Qi Dou Zhenguo Li VGen DiffM 35 41 0 18 Jan 2024
UniVG: Towards UNIfied-modal Video Generation Ludan Ruan Lei Tian Chuanwei Huang Xu Zhang Xinyan Xiao VGen DiffM 34 3 0 17 Jan 2024
Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior Zike Wu Pan Zhou Xuanyu Yi Xiaoding Yuan Hanwang Zhang DiffM 39 36 0 17 Jan 2024
Fixed Point Diffusion Models Xingjian Bai Luke Melas-Kyriazi 18 3 0 16 Jan 2024
SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers Nanye Ma Mark Goldstein M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden Saining Xie DiffM 48 171 0 16 Jan 2024
Object-Centric Diffusion for Efficient Video Editing Kumara Kahatapitiya Adil Karjauv Davide Abati Fatih Porikli Yuki M. Asano A. Habibian VGen 40 12 0 11 Jan 2024
Reflected Schrödinger Bridge for Constrained Generative Modeling Wei Deng Yu Chen Nicole Tianjiao Yang Hengrong Du Qi Feng Ricky T. Q. Chen 39 7 0 06 Jan 2024
An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion Bo Zhang Yuqi Han J. Suo Qionghai Dai DiffM 34 1 0 06 Jan 2024
Fair Sampling in Diffusion Models through Switching Mechanism Yujin Choi Jinseong Park Hoki Kim Jaewook Lee Saeroom Park DiffM 29 6 0 06 Jan 2024
Improving Diffusion-Based Image Synthesis with Context Prediction Ling Yang Jingwei Liu Shenda Hong Zhilong Zhang Zhilin Huang Zheming Cai Wentao Zhang Bin Cui DiffM 51 34 0 04 Jan 2024
aMUSEd: An Open MUSE Reproduction Suraj Patil William Berman Robin Rombach Patrick von Platen VLM 25 18 0 03 Jan 2024
ColorizeDiffusion: Adjustable Sketch Colorization with Reference Image and Text Dingkun Yan Liang Yuan Erwin Wu Yuma Nishioka I. Fujishiro Suguru Saito DiffM 21 5 0 02 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 30 35 0 01 Jan 2024
Diffusion Model with Perceptual Loss Shanchuan Lin Xiao Yang DiffM 35 15 0 30 Dec 2023
SVGDreamer: Text Guided SVG Generation with Diffusion Model Ximing Xing Haitao Zhou Chuang Wang Jing Zhang Dong Xu Qian Yu DiffM 29 30 0 27 Dec 2023
Bellman Optimal Stepsize Straightening of Flow-Matching Models Bao Nguyen Binh Nguyen Viet Anh Nguyen 39 7 0 27 Dec 2023
Harnessing Diffusion Models for Visual Perception with Meta Prompts Qiang Wan Zilong Huang Bingyi Kang Jiashi Feng Li Zhang MDE VLM 26 15 0 22 Dec 2023
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation Akio Kodaira Chenfeng Xu Toshiki Hazama Takanori Yoshimoto Kohei Ohno Shogo Mitsuhori Soichi Sugano Hanying Cho Zhijian Liu Kurt Keutzer 26 32 0 19 Dec 2023
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models Angela Castillo Jonas Kohler Juan C. Pérez Juan Pablo Pérez Albert Pumarola Guohao Li Pablo Arbelaez Ali K. Thabet 37 12 0 19 Dec 2023
HuTuMotion: Human-Tuned Navigation of Latent Motion Diffusion Models with Minimal Feedback Gaoge Han Shaoli Huang Biwei Huang Jinglei Tang VGen 37 2 0 19 Dec 2023
GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction Haodong Yan Zhiming Hu Syn Schmitt Andreas Bulling DiffM 96 7 0 19 Dec 2023
Towards Accurate Guided Diffusion Sampling through Symplectic Adjoint Method Jiachun Pan Hanshu Yan Jun Hao Liew Jiashi Feng Vincent Y. F. Tan 32 6 0 19 Dec 2023
Optimizing Diffusion Noise Can Serve As Universal Motion Priors Korrawe Karunratanakul Konpat Preechakul Emre Aksan Thabo Beeler Supasorn Suwajanakorn Siyu Tang DiffM 36 37 0 19 Dec 2023
DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models Jiachen Zhou Peizhuo Lv Yibing Lan Guozhu Meng Kai Chen Hualong Ma AAML 34 7 0 18 Dec 2023
Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models Nikita Starodubcev Artem Fedorov Artem Babenko Dmitry Baranchuk DiffM 53 3 0 17 Dec 2023
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 64 5 0 16 Dec 2023
Movement Primitive Diffusion: Learning Gentle Robotic Manipulation of Deformable Objects Paul Maria Scheikl Nicolas Schreiber Christoph Haas Niklas Freymuth Gerhard Neumann Rudolf Lioutikov F. Mathis-Ullrich 26 36 0 15 Dec 2023
Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models Senmao Li Taihang Hu Fahad Shahbaz Khan Linxuan Li Shiqi Yang Yaxing Wang Ming-Ming Cheng Jian Yang DiffM 39 1 0 15 Dec 2023
Fast Sampling via Discrete Non-Markov Diffusion Models Zixiang Chen Huizhuo Yuan Yongqian Li Yiwen Kou Junkai Zhang Quanquan Gu DiffM 37 6 0 14 Dec 2023
Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures Huijie Zhang Yifu Lu Ismail R. Alkhouri S. Ravishankar Dogyoon Song Qing Qu 40 9 0 14 Dec 2023
Motion Flow Matching for Human Motion Synthesis and Editing Vincent Tao Hu Wenzhe Yin Pingchuan Ma Yunlu Chen Basura Fernando Yuki M. Asano E. Gavves Pascal Mettes Bjorn Ommer Cees G. M. Snoek DiffM 37 19 0 14 Dec 2023