v1v2v3 (latest)

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
Diffusion Spectral Representation for Reinforcement Learning Dmitry Shribak Chen-Xiao Gao Yitong Li Chenjun Xiao Bo Dai DiffM 116 5 0 23 Jun 2024
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model Min Zhao Hongzhou Zhu Chendong Xiang Kaiwen Zheng Chongxuan Li Jun Zhu 125 11 0 22 Jun 2024
Consistency Models Made Easy Zhengyang Geng Ashwini Pokle William Luo Justin Lin J. Zico Kolter 116 35 0 20 Jun 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps Nikita Starodubcev Mikhail Khoroshikh Artem Babenko Dmitry Baranchuk DiffM 80 7 0 20 Jun 2024
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment Yiheng Li Heyang Jiang Akio Kodaira Masayoshi Tomizuka Kurt Keutzer Chenfeng Xu DiffM 108 9 0 18 Jun 2024
COT Flow: Learning Optimal-Transport Image Sampling and Editing by Contrastive Pairs Xinrui Zu Qian Tao OT DiffM 52 0 0 17 Jun 2024
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models Tianfu Wang Anton Obukhov Konrad Schindler DiffM 51 1 0 17 Jun 2024
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction Bowen Song Jason Hu Zhaoxu Luo Jeffrey A. Fessler Liyue Shen MedIm DiffM 94 8 0 14 Jun 2024
OrientDream: Streamlining Text-to-3D Generation with Explicit Orientation Control Yuzhong Huang Zhong Li Zhang Chen Zhiyuan Ren Guosheng Lin Fred Morstatter Yi Tian Xu 104 1 0 14 Jun 2024
Bayesian Conditioned Diffusion Models for Inverse Problems Alper Gungor Bahri Batuhan Bilecen Tolga Çukur DiffM 89 2 0 14 Jun 2024
My Body My Choice: Human-Centric Full-Body Anonymization U. Ciftci Ali Kemal Tanriverdi Ilke Demir PICV 79 1 0 13 Jun 2024
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making Zibin Dong Yifu Yuan Jianye Hao Fei Ni Yi Ma Pengyi Li Yan Zheng DiffM 106 17 0 13 Jun 2024
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos Changan Chen Puyuan Peng Ami Baid Zihui Xue Wei-Ning Hsu David Harwath Kristen Grauman VGen 101 8 0 13 Jun 2024
FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion George Cazenavette Avneesh Sud Thomas Leung Ben Usman DiffM 87 22 0 12 Jun 2024
DiTFastAttn: Attention Compression for Diffusion Transformer Models Zhihang Yuan Pu Lu Hanling Zhang Xuefei Ning Linfeng Zhang Tianchen Zhao Shengen Yan Guohao Dai Yu Wang 118 33 0 12 Jun 2024
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models Hyungjin Chung Jeongsol Kim Geon Yeong Park Hyelin Nam Jong Chul Ye DiffM 107 35 0 12 Jun 2024
FaithFill: Faithful Inpainting for Object Completion Using a Single Reference Image Rupayan Mallick Amr Abdalla Sarah Adel Bargal DiffM 53 0 0 12 Jun 2024
Image Neural Field Diffusion Models Yinbo Chen Oliver Wang Richard Zhang Eli Shechtman Xiaolong Wang Michael Gharbi DiffM 135 4 0 11 Jun 2024
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models Athanasios Tragakis Marco Aversa Chaitanya Kaul Roderick Murray-Smith Daniele Faccio 110 2 0 11 Jun 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang Jiaxin Zhuang Cheng Jin Gen Li Yuantao Gu DiffM 145 3 0 11 Jun 2024
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising Zigeng Chen Xinyin Ma Gongfan Fang Zhenxiong Tan Xinchao Wang 118 10 0 11 Jun 2024
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation Yuanhao Zhai Kevin Lin Zhengyuan Yang Linjie Li Jianfeng Wang Chung-Ching Lin David Doermann Junsong Yuan Lijuan Wang VGen DiffM 98 13 0 11 Jun 2024
Flow map matching with stochastic interpolants: A mathematical framework for consistency models Nicholas M. Boffi M. S. Albergo Eric Vanden-Eijnden 73 6 0 11 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 141 301 0 10 Jun 2024
Binarized Diffusion Model for Image Super-Resolution Zheng Chen Haotong Qin Yong Guo Xiongfei Su Xin Yuan Linghe Kong Yulun Zhang DiffM 88 9 0 09 Jun 2024
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Jiayi Guo Jinyi Hu Zhiyuan Liu Shiji Song Yuan Yao Gao Huang 84 17 0 08 Jun 2024
$Diffusion Models in $\textit{De Novo}$ Drug Design$ Diffusion Models in $\textit{De Novo}$ Drug Design Amira Alakhdar Barnabas Poczos Newell Washburn MedIm 107 27 0 07 Jun 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Yang Sui Yanyu Li Anil Kag Yerlan Idelbayev Junli Cao Ju Hu Dhritiman Sagar Bo Yuan Sergey Tulyakov Jian Ren MQ 94 22 0 06 Jun 2024
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data Jingyang Ou Shen Nie Kaiwen Xue Fengqi Zhu Jiacheng Sun Zhenguo Li Chongxuan Li DiffM 160 54 0 06 Jun 2024
Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT Le Zhuo Ruoyi Du Han Xiao Yangguang Li Dongyang Liu ... Wanli Ouyang Ziwei Liu Ping Luo Hongsheng Li Peng Gao 115 58 0 05 Jun 2024
Learning Image Priors through Patch-based Diffusion Models for Solving Inverse Problems Jason Hu Bowen Song Xiaojian Xu Liyue Shen Jeffrey A. Fessler MedIm DiffM 100 8 0 04 Jun 2024
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation Clement Chadebec O. Tasar Eyal Benaroche Benjamin Aubin VLM 128 14 0 04 Jun 2024
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise Yuanhao Ban Ruochen Wang Tianyi Zhou Boqing Gong Cho-Jui Hsieh Minhao Cheng DiffM 112 6 0 04 Jun 2024
Plug-and-Play Diffusion Distillation Yi-Ting Hsiao Siavash Khodadadeh Kevin Duarte Wei-An Lin Hui Qu Mingi Kwon Ratheesh Kalarot 115 9 0 04 Jun 2024
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching Xinyin Ma Gongfan Fang Michael Bi Mi Xinchao Wang 118 44 0 03 Jun 2024
Dimba: Transformer-Mamba Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Youqiang Zhang Junshi Huang Mamba 108 19 0 03 Jun 2024
$Δ$ -DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers Pengtao Chen Mingzhu Shen Peng Ye Jianjian Cao Chongjun Tu C. Bouganis Yiren Zhao Tao Chen 129 44 0 03 Jun 2024
Invisible Backdoor Attacks on Diffusion Models Sen Li Junchi Ma Minhao Cheng WIGM 95 13 0 02 Jun 2024
Covariance-Adaptive Sequential Black-box Optimization for Diffusion Targeted Generation Yueming Lyu Kim yong Tan Yew-Soon Ong Ivor W. Tsang DiffM 101 2 0 02 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 126 3 0 02 Jun 2024
Full-Atom Peptide Design based on Multi-modal Flow Matching Jiahan Li Chaoran Cheng Zuofan Wu Ruihan Guo Shitong Luo Zhizhou Ren Jian-wei Peng Jianzhu Ma 115 18 0 02 Jun 2024
AudioLCM: Text-to-Audio Generation with Latent Consistency Models Huadai Liu Rongjie Huang Yang Liu Hengyuan Cao Jialei Wang Xize Cheng Siqi Zheng Zhou Zhao 129 10 0 01 Jun 2024
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching Yongqi Wang Wenxiang Guo Rongjie Huang Jia-Bin Huang Zehan Wang Fuming You Ruiqi Li Zhou Zhao VGen DiffM 158 13 0 01 Jun 2024
A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies Jinchao Zhu Yuxuan Wang Siyuan Pan Pengfei Wan Di Zhang Gao Huang 106 0 0 31 May 2024
Unified Directly Denoising for Both Variance Preserving and Variance Exploding Diffusion Models Jingjing Wang Dan Zhang Feng Luo DiffM 69 0 0 31 May 2024
Diffusion Models Are Innate One-Step Generators Bowen Zheng Tianming Yang DiffM VLM 75 13 0 31 May 2024
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling Kidist Amde Mekonnen Nicola DallÁsen Paolo Rota 58 1 0 31 May 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 125 5 0 30 May 2024
GECO: Generative Image-to-3D within a SECOnd Chen Wang Jiatao Gu Xiaoxiao Long Yuan Liu Lingjie Liu 89 5 0 30 May 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 93 28 0 30 May 2024