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
ControlAR: Controllable Image Generation with Autoregressive Models Zongming Li Tianheng Cheng Shoufa Chen Peize Sun Haocheng Shen Longjin Ran Xiaoxin Chen Wenyu Liu Xinggang Wang DiffM 136 15 0 03 Oct 2024
SCA: Highly Efficient Semantic-Consistent Unrestricted Adversarial Attack Zihao Pan Weibin Wu Yuhang Cao Zibin Zheng DiffM AAML 65 1 0 03 Oct 2024
Posterior sampling via Langevin dynamics based on generative priors Vishal Purohit Matthew Repasky Jianfeng Lu Qiang Qiu Yao Xie Xiuyuan Cheng DiffM 31 1 0 02 Oct 2024
COMUNI: Decomposing Common and Unique Video Signals for Diffusion-based Video Generation Mingzhen Sun Weining Wang Xinxin Zhu Jing Liu VGen DiffM 31 0 0 02 Oct 2024
KnobGen: Controlling the Sophistication of Artwork in Sketch-Based Diffusion Models Pouyan Navard Amin Karimi Monsefi Mengxi Zhou Wei-Lun Chao Alper Yilmaz R. Ramnath DiffM 51 2 0 02 Oct 2024
Text2PDE: Latent Diffusion Models for Accessible Physics Simulation Anthony Y. Zhou Zijie Li Michael Schneier John R Buchanan Jr Amir Barati Farimani AI4CE DiffM 67 5 0 02 Oct 2024
Illustrious: an Open Advanced Illustration Model Sang Hyun Park Jun Young Koh Junha Lee Joy Song Dongha Kim Hoyeon Moon Hyunju Lee Min Song VLM 46 1 0 30 Sep 2024
Text-driven Human Motion Generation with Motion Masked Diffusion Model Xingyu Chen DiffM VGen 33 2 0 29 Sep 2024
Simple and Fast Distillation of Diffusion Models Zhenyu Zhou Defang Chen Can Wang Chun Chen Siwei Lyu DiffM 43 5 0 29 Sep 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 48 5 0 28 Sep 2024
Pruning then Reweighting: Towards Data-Efficient Training of Diffusion Models Yize Li Yihua Zhang Sijia Liu Xue Lin 47 3 0 27 Sep 2024
Token Caching for Diffusion Transformer Acceleration Jinming Lou Wenyang Luo Yufan Liu Bing Li Xinmiao Ding Weiming Hu Jiajiong Cao Yuming Li Chenguang Ma 34 4 0 27 Sep 2024
Gradient-free Decoder Inversion in Latent Diffusion Models Seongmin Hong Suh Yoon Jeon Kyeonghyun Lee Ernest K. Ryu S. Chun 26 0 0 27 Sep 2024
FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner Wenliang Zhao Minglei Shi Xumin Yu Jie Zhou Jiwen Lu 37 0 0 26 Sep 2024
DiffSSC: Semantic LiDAR Scan Completion using Denoising Diffusion Probabilistic Models Helin Cao Sven Behnke DiffM 39 2 0 26 Sep 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs Qinpeng Cui Yixuan Liu Xinyi Zhang Qiqi Bao Zhongdao Wang Qingmin Liao Li Wang Tian Lu Emad Barsoum 42 4 0 26 Sep 2024
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule Hongtao Huang Xiaojun Chang Lina Yao 30 0 0 26 Sep 2024
Learning Quantized Adaptive Conditions for Diffusion Models Yuchen Liang Yuchuan Tian Lei Yu Huao Tang Jie Hu Xiangzhong Fang Hanting Chen DiffM 34 0 0 26 Sep 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors Aiping Zhang Zongsheng Yue Renjing Pei Wenqi Ren Xiaochun Cao 42 7 0 25 Sep 2024
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection Alireza Ganjdanesh Yan Kang Yuchen Liu Richard Y. Zhang Zhe Lin Heng Huang DiffM 40 2 0 23 Sep 2024
Implicit Dynamical Flow Fusion (IDFF) for Generative Modeling Mohammad R. Rezaei Rahul G. Krishnan Milos R. Popovic M. Lankarany DiffM 24 0 0 22 Sep 2024
Robust Symmetry Detection via Riemannian Langevin Dynamics Jihyeon Je Jiayi Liu Guandao Yang Boyang Deng Shengqu Cai Gordon Wetzstein Or Litany Leonidas J. Guibas 18 2 0 18 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 40 5 0 16 Sep 2024
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage Denis Zavadski Damjan Kalšan Carsten Rother DiffM MDE 28 5 0 13 Sep 2024
InstantDrag: Improving Interactivity in Drag-based Image Editing Joonghyuk Shin Daehyeon Choi Jaesik Park DiffM 46 7 0 13 Sep 2024
Forward KL Regularized Preference Optimization for Aligning Diffusion Policies Zhao Shan Chenyou Fan Shuang Qiu Jiyuan Shi Chenjia Bai 43 4 0 09 Sep 2024
TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors Yichuan Mo Hui Huang Mingjie Li Ang Li Yisen Wang AAML DiffM 32 16 0 09 Sep 2024
Reward-Directed Score-Based Diffusion Models via q-Learning Xuefeng Gao Jiale Zha X. Zhou DiffM 39 2 0 07 Sep 2024
DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation Wenliang Zhao Haolin Wang Jie Zhou Jiwen Lu DiffM 27 1 0 05 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 66 10 0 05 Sep 2024
Convergence of Noise-Free Sampling Algorithms with Regularized Wasserstein Proximals Fuqun Han Stanley Osher Wuchen Li 50 1 0 03 Sep 2024
EarthGen: Generating the World from Top-Down Views Ansh Sharma Albert Xiao Praneet Rathi Rohit Kundu Albert Zhai Yuan Shen Shenlong Wang 37 0 0 02 Sep 2024
TrajWeaver: Trajectory Recovery with State Propagation Diffusion Model Jinming Wang Hai Wang Hongkai Wen Geyong Min Man Luo 38 0 0 01 Sep 2024
FLUX that Plays Music Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 84 7 0 01 Sep 2024
Generating Physical Dynamics under Priors Zihan Zhou Xiaoxue Wang Tianshu Yu DiffM AI4CE 72 0 0 01 Sep 2024
Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization Vage Egiazarian Denis Kuznedelev Anton Voronov Ruslan Svirschevski Michael Goin Daniil Pavlov Dan Alistarh Dmitry Baranchuk MQ 41 0 0 31 Aug 2024
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation Zanlin Ni Yulin Wang Renping Zhou Rui Lu Jiayi Guo Jinyi Hu Zhiyuan Liu Yuan Yao Gao Huang 37 7 0 31 Aug 2024
Spiking Diffusion Models Jiahang Cao Hanzhong Guo Ziqing Wang Deming Zhou Hao Cheng Qiang Zhang Renjing Xu DiffM 53 3 0 29 Aug 2024
Exploring Selective Layer Fine-Tuning in Federated Learning Yuchang Sun Yuexiang Xie Bolin Ding Yaliang Li Jun Zhang FedML 38 2 0 28 Aug 2024
LCM-SVC: Latent Diffusion Model Based Singing Voice Conversion with Inference Acceleration via Latent Consistency Distillation Shihao Chen Yu Gu Jianwei Cui Jie Zhang Rilin Chen Lirong Dai 39 2 0 22 Aug 2024
Real-Time Video Generation with Pyramid Attention Broadcast Xuanlei Zhao Xiaolong Jin Kai Wang Yang You VGen DiffM 77 32 0 22 Aug 2024
SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer Stefanie Speidel MedIm 67 2 0 19 Aug 2024
GRIF-DM: Generation of Rich Impression Fonts using Diffusion Models Lei Kang Fei Yang Kai Wang Mohamed Ali Souibgui Lluís Gómez Alicia Fornés Ernest Valveny Dimosthenis Karatzas DiffM 26 0 0 14 Aug 2024
Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models Chenqian Yan Songwei Liu Hongjian Liu Xurui Peng Xiaojian Wang Fangming Chen Lean Fu Xing Mei 31 6 0 13 Aug 2024
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models Taehong Moon Moonseok Choi Eunggu Yun Jongmin Yoon Gayoung Lee Jaewoong Cho Juho Lee 42 4 0 12 Aug 2024
TALE: Training-free Cross-domain Image Composition via Adaptive Latent Manipulation and Energy-guided Optimization K. T. Pham Jingye Chen Qifeng Chen DiffM 48 0 0 07 Aug 2024
PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-view Self-Guidance Aoming Liu Zhong Li Zhang Chen Nannan Li Yinghao Xu Bryan A. Plummer 40 3 0 04 Aug 2024
Conditional LoRA Parameter Generation Aaron Mueller Millicent Li Koyena Pal Wangbo Zhao Yukun Zhou Jiuding Sun Yonatan Belinkov DiffM 41 4 0 02 Aug 2024
FBSDiff: Plug-and-Play Frequency Band Substitution of Diffusion Features for Highly Controllable Text-Driven Image Translation Xiang Gao Jiaying Liu 43 2 0 02 Aug 2024
Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation Linhan Xia Chen Tang Lingfeng Sun Simone Rossi Yichen Xie ... T. Hannagan Stefano Sabatini Nicola Poerio Seon-Phil Jeong Wei Zhan 27 5 0 01 Aug 2024