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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
Model-Agnostic Human Preference Inversion in Diffusion Models Jeeyung Kim Ze Wang Qiang Qiu 90 1 0 01 Apr 2024
Generating Content for HDR Deghosting from Frequency View Tao Hu Qingsen Yan Yuankai Qi Yanning Zhang 83 8 0 01 Apr 2024
GaussianCube: A Structured and Explicit Radiance Representation for 3D Generative Modeling Bowen Zhang Yiji Cheng Jiaolong Yang Chunyu Wang Feng Zhao Yansong Tang Dong Chen Baining Guo 3DGS 146 10 0 28 Mar 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model Zhicai Wang Longhui Wei Tan Wang Heyu Chen Yanbin Hao Xiang Wang Xiangnan He Qi Tian VLM DiffM 81 18 0 28 Mar 2024
HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions Hao Xu Haipeng Li Yinqiao Wang Shuaicheng Liu Chi-Wing Fu 3DH 60 8 0 27 Mar 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion Shuai Xiang Pieter M. Blok James Burridge Haozhou Wang Wei Guo 105 0 0 27 Mar 2024
AID: Attention Interpolation of Text-to-Image Diffusion Qiyuan He Jinghao Wang Ziwei Liu Angela Yao DiffM 89 10 0 26 Mar 2024
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain Yurui Qian Qi Cai Yingwei Pan Yehao Li Ting Yao Qibin Sun Tao Mei DiffM 102 29 0 26 Mar 2024
Paired Diffusion: Generation of related, synthetic PET-CT-Segmentation scans using Linked Denoising Diffusion Probabilistic Models Rowan Bradbury K. Vallis Bartlomiej W. Papiez MedIm 116 2 0 26 Mar 2024
Manifold-Guided Lyapunov Control with Diffusion Models Amartya Mukherjee Thanin Quartz Jun Liu 90 0 0 26 Mar 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 159 15 0 26 Mar 2024
SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer Rui Zhu Yingwei Pan Yehao Li Ting Yao Zhenglong Sun Tao Mei C. Chen 131 26 0 25 Mar 2024
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction Xingyu Xu Yuejie Chi DiffM 96 27 0 25 Mar 2024
Improving Diffusion Models's Data-Corruption Resistance using Scheduled Pseudo-Huber Loss Artem Khrapov Vadim Popov Tasnima Sadekova Assel Yermekova Mikhail Kudinov DiffM 73 1 0 25 Mar 2024
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions Yuda Song Zehao Sun Xuanwu Yin VLM 96 18 0 25 Mar 2024
A Unified Module for Accelerating STABLE-DIFFUSION: LCM-LORA Ayush Thakur Rashmi Vashisth MoMe 42 2 0 24 Mar 2024
MM-Diff: High-Fidelity Image Personalization via Multi-Modal Condition Integration Zhichao Wei Qingkun Su Long Qin Weizhi Wang DiffM 99 6 0 22 Mar 2024
Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance Shenhao Zhu Junming Leo Chen Zuozhuo Dai Qingkun Su Yinghui Xu Xun Cao Yao Yao Hao Zhu Siyu Zhu 3DH VGen 138 127 0 21 Mar 2024
ZoDi: Zero-Shot Domain Adaptation with Diffusion-Based Image Transfer Hiroki Azuma Yusuke Matsui Atsuto Maki VLM 72 1 0 20 Mar 2024
Scaling Diffusion Models to Real-World 3D LiDAR Scene Completion Lucas Nunes Rodrigo Marcuzzi Benedikt Mersch Jens Behley C. Stachniss DiffM 85 15 0 20 Mar 2024
DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception Yibo Wang Ruiyuan Gao Kai Chen Kaiqiang Zhou Yingjie Cai ... Zhenguo Li Lihui Jiang Dit-Yan Yeung Qiang Xu Kai Zhang DiffM 173 27 0 20 Mar 2024
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs Yihong Luo Xiaolong Chen Xinghua Qu Jing Tang 114 11 0 19 Mar 2024
Ultra-High-Resolution Image Synthesis with Pyramid Diffusion Model Jiajie Yang 67 0 0 19 Mar 2024
Understanding and Improving Training-free Loss-based Diffusion Guidance Yifei Shen Xinyang Jiang Yezhen Wang Yifan Yang Dongqi Han Dongsheng Li FaML 86 14 0 19 Mar 2024
One-Step Image Translation with Text-to-Image Models Gaurav Parmar Taesung Park Srinivasa Narasimhan Jun-Yan Zhu 106 57 0 18 Mar 2024
Generic 3D Diffusion Adapter Using Controlled Multi-View Editing Hansheng Chen Ruoxi Shi Yulin Liu Bokui Shen Jiayuan Gu Gordon Wetzstein Hao Su Leonidas Guibas DiffM 106 22 0 18 Mar 2024
Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models Emilian Postolache Giorgio Mariani Luca Cosmo Emmanouil Benetos Emanuele Rodolà DiffM 92 11 0 18 Mar 2024
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models Hao Frank Yang Wen Wang Liang Peng Chaotian Song Yao Chen ... Xiaolong Yang Qinglin Lu Deng Cai Boxi Wu Wei Liu MoMe 123 29 0 18 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Y. Wang EGVM 89 15 0 16 Mar 2024
Animate Your Motion: Turning Still Images into Dynamic Videos Mingxiao Li Bo Wan Marie-Francine Moens Tinne Tuytelaars VGen DiffM 91 7 0 15 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 184 6 0 15 Mar 2024
LM2D: Lyrics- and Music-Driven Dance Synthesis Wenjie Yin Xuejiao Zhao Yi Yu Hang Yin Danica Kragic Mårten Björkman 91 2 0 14 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 126 38 0 12 Mar 2024
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing Youyuan Zhang Xuan Ju James J. Clark VGen DiffM 84 6 0 10 Mar 2024
DiffClass: Diffusion-Based Class Incremental Learning Zichong Meng Jie Zhang Changdi Yang Zheng Zhan Pu Zhao Yanzhi Wang DiffM CLL 82 16 0 08 Mar 2024
Pix2Gif: Motion-Guided Diffusion for GIF Generation Hitesh Kandala Jianfeng Gao Jianwei Yang VGen DiffM 88 3 0 07 Mar 2024
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process Xiangxin Zhou Liang Wang Yichi Zhou DiffM 64 5 0 07 Mar 2024
Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation Xiao Ma Sumit Patidar Iain Haughton Stephen James 103 57 0 06 Mar 2024
Accelerating Convergence of Score-Based Diffusion Models, Provably Gen Li Yu Huang Timofey Efimov Yuting Wei Yuejie Chi Yuxin Chen DiffM 101 37 0 06 Mar 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 132 3 0 05 Mar 2024
DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction Weiyi Lv Yuhang Huang Ning Zhang Ruei-Sung Lin Mei Han Dan Zeng DiffM 140 20 0 04 Mar 2024
Improving Adversarial Energy-Based Model via Diffusion Process Cong Geng Tian Han Peng-Tao Jiang Hao Zhang Jinwei Chen Søren Hauberg Yue Liu DiffM 138 4 0 04 Mar 2024
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models Jiaxiang Cheng Pan Xie Xin Xia Jiashi Li Jie Wu Yuxi Ren Huixia Li Xuefeng Xiao Min Zheng Lean Fu 116 12 0 04 Mar 2024
On Diffusion Process in SE(3)-invariant Space Zihan Zhou Ruiying Liu Jiachen Zheng Xiaoxue Wang Tianshu Yu DiffM 86 1 0 03 Mar 2024
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation Hongjian Liu Qingsong Xie Zhijie Deng Chen Chen Shixiang Tang Fueyang Fu Zheng-Jun Zha H. Lu Zheng-jun Zha 127 9 0 03 Mar 2024
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models Neta Shaul Uriel Singer Ricky T. Q. Chen Matt Le Ali K. Thabet Albert Pumarola Y. Lipman DiffM 82 4 0 02 Mar 2024
LoMOE: Localized Multi-Object Editing via Multi-Diffusion Goirik Chakrabarty Aditya Chandrasekar Ramya Hebbalaguppe AP Prathosh DiffM 80 6 0 01 Mar 2024
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models Zhekai Zhang Tianle Cai Jiaxin Cao Qinsheng Zhang Han Cai Junjie Bai Yangqing Jia Ming-Yu Liu Kai Li Song Han DiffM 135 54 0 29 Feb 2024
Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping Jianbin Zheng Minghui Hu Zhongyi Fan Chaoyue Wang Changxing Ding Dacheng Tao Tat-Jen Cham 120 30 0 29 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 301 22 0 28 Feb 2024