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"

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Title
TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models Gilad Deutch Rinon Gal Daniel Garibi Or Patashnik Daniel Cohen-Or DiffM 43 22 0 01 Aug 2024
DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving Xuemeng Yang Licheng Wen Yukai Ma Jianbiao Mei Xin Li ... Min Dou Botian Shi Liang He Yong-Jin Liu Yu Qiao VGen 41 16 0 01 Aug 2024
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 43 5 0 01 Aug 2024
Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning Liyuan Mao Haoran Xu Weinan Zhang Xianyuan Zhan Amy Zhang OffRL 41 5 0 29 Jul 2024
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao DiffM MQ 49 0 0 28 Jul 2024
Knowledge-driven AI-generated data for accurate and interpretable breast ultrasound diagnoses Haojun Yu Youcheng Li Nan Zhang Zihan Niu Xuantong Gong ... Binghui Tang Ling Huo Qingli Zhu Yong Wang Liwei Wang MedIm 35 3 0 23 Jul 2024
Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation Zong-Han Li Minghui Hu Qian Zheng Xudong Jiang DiffM 30 6 0 18 Jul 2024
EnergyDiff: Universal Time-Series Energy Data Generation using Diffusion Models Nan Lin Peter Palensky Pedro P. Vergara DiffM 31 0 0 18 Jul 2024
SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow Yuanzhi Zhu Xingchao Liu Qiang Liu 46 9 0 17 Jul 2024
CoSIGN: Few-Step Guidance of ConSIstency Model to Solve General INverse Problems Jiankun Zhao Bowen Song Liyue Shen DiffM 47 4 0 17 Jul 2024
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis Haeil Lee Han S. Lee Seoyeon Gye Junmo Kim DiffM 52 2 0 16 Jul 2024
QVD: Post-training Quantization for Video Diffusion Models Shilong Tian Hong Chen Chengtao Lv Yu Liu Jinyang Guo Xianglong Liu Shengxi Li Hao Yang Tao Xie VGen MQ 46 3 0 16 Jul 2024
CycleHOI: Improving Human-Object Interaction Detection with Cycle Consistency of Detection and Generation Yisen Wang Yao Teng Limin Wang DiffM 50 1 0 16 Jul 2024
Model Inversion Attacks Through Target-Specific Conditional Diffusion Models Ouxiang Li Yanbin Hao Zhicai Wang Bin Zhu Shuo Wang Zaixi Zhang Fuli Feng DiffM 25 3 0 16 Jul 2024
VividDreamer: Invariant Score Distillation For Hyper-Realistic Text-to-3D Generation Wenjie Zhuo Fan Ma Hehe Fan Yi Yang DiffM 34 8 0 13 Jul 2024
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control Huayu Chen Kaiwen Zheng Hang Su Jun Zhu 51 1 0 12 Jul 2024
Accelerating Diffusion for SAR-to-Optical Image Translation via Adversarial Consistency Distillation Xinyu Bai Feng Xu 31 3 0 08 Jul 2024
LaSe-E2V: Towards Language-guided Semantic-Aware Event-to-Video Reconstruction Kanghao Chen Hangyu Li Jiazhou Zhou Zeyu Wang Lin Wang DiffM VGen 41 2 0 08 Jul 2024
Timestep-Aware Correction for Quantized Diffusion Models Yuzhe Yao Feng Tian Jun Chen Haonan Lin Guang Dai Yong Liu Jingdong Wang DiffM MQ 46 5 0 04 Jul 2024
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models Seyedmorteza Sadat Manuel Kansy Otmar Hilliges Romann M. Weber 38 11 0 02 Jul 2024
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency Ling Yang Zixiang Zhang Zhilong Zhang Xingchao Liu Minkai Xu Wentao Zhang Chenlin Meng Stefano Ermon Bin Cui 46 18 0 02 Jul 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Y. Li Fan Ma Zongxin Yang Yuqing Yang 101 11 0 02 Jul 2024
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration Pratheba Selvaraju Tianyu Ding Tianyi Chen Ilya Zharkov Luming Liang 36 20 0 01 Jul 2024
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal Ziqi Zeng Chen Zhao Weiling Cai Chenyu Dong DiffM 40 4 0 01 Jul 2024
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models Sangwoong Yoon Himchan Hwang Dohyun Kwon Yung-Kyun Noh Frank C. Park 37 3 0 30 Jun 2024
A Sanity Check for AI-generated Image Detection Shilin Yan Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Yao Hu Weidi Xie VLM 72 21 0 27 Jun 2024
DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance Younghyun Kim Geunmin Hwang Junyu Zhang Eunbyung Park 60 6 0 26 Jun 2024
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers Lei Chen Yuan Meng Chen Tang Xinzhu Ma Jingyan Jiang Xin Wang Zhi Wang Wenwu Zhu MQ 31 23 0 25 Jun 2024
Provable Statistical Rates for Consistency Diffusion Models Zehao Dou Minshuo Chen Mengdi Wang Zhuoran Yang DiffM 37 3 0 23 Jun 2024
Diffusion Spectral Representation for Reinforcement Learning Dmitry Shribak Chen-Xiao Gao Yitong Li Chenjun Xiao Bo Dai DiffM 29 3 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 69 8 0 22 Jun 2024
Consistency Models Made Easy Zhengyang Geng Ashwini Pokle William Luo Justin Lin J. Zico Kolter 43 27 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 36 4 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 44 7 0 18 Jun 2024
COT Flow: Learning Optimal-Transport Image Sampling and Editing by Contrastive Pairs Xinrui Zu Qian Tao OT DiffM 38 0 0 17 Jun 2024
Consistency^2: Consistent and Fast 3D Painting with Latent Consistency Models Tianfu Wang Anton Obukhov Konrad Schindler DiffM 26 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 39 7 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 41 1 0 14 Jun 2024
Bayesian Conditioned Diffusion Models for Inverse Problems Alper Gungor Bahri Batuhan Bilecen Tolga Çukur DiffM 39 2 0 14 Jun 2024
My Body My Choice: Human-Centric Full-Body Anonymization U. Ciftci Ali Kemal Tanriverdi Ilke Demir PICV 34 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 58 9 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 42 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 34 14 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 48 20 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 36 26 0 12 Jun 2024
FaithFill: Faithful Inpainting for Object Completion Using a Single Reference Image Rupayan Mallick Amr Abdalla Sarah Adel Bargal DiffM 26 0 0 12 Jun 2024
Flow Map Matching Nicholas M. Boffi M. S. Albergo Eric Vanden-Eijnden 34 6 0 11 Jun 2024
Image Neural Field Diffusion Models Yinbo Chen Oliver Wang Richard Zhang Eli Shechtman Xiaolong Wang Michael Gharbi DiffM 38 3 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 57 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 76 1 0 11 Jun 2024