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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
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 118 13 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 60 2 0 19 Dec 2023
GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction Haodong Yan Zhiming Hu Syn Schmitt Andreas Bulling DiffM 141 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 66 8 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 95 43 0 19 Dec 2023
StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation Akio Kodaira Chenfeng Xu Toshiki Hazama Takanori Yoshimoto Kohei Ohno ... Soichi Sugano Hanying Cho Zhijian Liu Kurt Keutzer Kurt Keutzer 108 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 94 8 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 77 4 0 17 Dec 2023
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 189 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 120 44 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 83 5 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 93 7 0 14 Dec 2023
Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures Huijie Zhang Yifu Lu Ismail Alkhouri S. Ravishankar Dogyoon Song Qing Qu 100 10 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 95 20 0 14 Dec 2023
Diffusion-C: Unveiling the Generative Challenges of Diffusion Models through Corrupted Data Keywoong Bae Suan Lee Wookey Lee DiffM 61 1 0 14 Dec 2023
Guided Diffusion from Self-Supervised Diffusion Features Vincent Tao Hu Yunlu Chen Mathilde Caron Yuki M. Asano Cees G. M. Snoek Bjorn Ommer 94 11 0 14 Dec 2023
SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space Yunchen Li Zhou Yu Gaoqi He Yunhang Shen Ke Li Xing Sun Shaohui Lin DiffM 56 11 0 13 Dec 2023
Clockwork Diffusion: Efficient Generation With Model-Step Distillation A. Habibian Amir Ghodrati Noor Fathima Guillaume Sautière Risheek Garrepalli Fatih Porikli Jens Petersen 69 8 0 13 Dec 2023
SpeedUpNet: A Plug-and-Play Hyper-Network for Accelerating Text-to-Image Diffusion Models Weilong Chai Dandan Zheng Jiajiong Cao Zhiquan Chen Changbao Wang Chenguang Ma 30 2 0 13 Dec 2023
Fast Sampling Through The Reuse Of Attention Maps In Diffusion Models Rosco Hunter Łukasz Dudziak Mohamed S. Abdelfattah Abhinav Mehrotra Sourav Bhattacharya Hongkai Wen 117 1 0 13 Dec 2023
Boosting Latent Diffusion with Flow Matching Johannes S. Fischer Ming Gui Pingchuan Ma Nick Stracke S. A. Baumann Bjorn Ommer 104 24 0 12 Dec 2023
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models En-hao Liu Xuefei Ning Huazhong Yang Yu Wang DiffM 78 11 0 12 Dec 2023
One-Step Diffusion Distillation via Deep Equilibrium Models Zhengyang Geng Ashwini Pokle Trevor Killeen 75 33 0 12 Dec 2023
DiffAIL: Diffusion Adversarial Imitation Learning Bingzheng Wang Guoqiang Wu Teng Pang Yan Zhang Yilong Yin 92 13 0 11 Dec 2023
Compensation Sampling for Improved Convergence in Diffusion Models Hui Lu A. A. Salah Ronald Poppe 90 1 0 11 Dec 2023
Correcting Diffusion Generation through Resampling Yujian Liu Yang Zhang Tommi Jaakkola Shiyu Chang 105 8 0 10 Dec 2023
Conditional Stochastic Interpolation for Generative Learning Ding Huang Jian Huang Ting Li Guohao Shen BDL DiffM 87 4 0 09 Dec 2023
FreeFlow: A Comprehensive Understanding on Diffusion Probabilistic Models via Optimal Transport Bowen Sun Shibao Zheng OT 66 0 0 09 Dec 2023
Efficient Quantization Strategies for Latent Diffusion Models Yuewei Yang Xiaoliang Dai Jialiang Wang Peizhao Zhang Hongbo Zhang DiffM MQ 88 14 0 09 Dec 2023
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling Ruihan Yang H. Gamper Sebastian Braun DiffM 66 5 0 08 Dec 2023
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation Thuan Hoang Nguyen Anh Tran DiffM 78 66 0 08 Dec 2023
GenTron: Diffusion Transformers for Image and Video Generation Shoufa Chen Mengmeng Xu Jiawei Ren Yuren Cong Sen He Yanping Xie Animesh Sinha Ping Luo Tao Xiang Juan-Manuel Perez-Rua VGen 101 41 0 07 Dec 2023
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion Yujie Wei Shiwei Zhang Zhiwu Qing Hangjie Yuan Zhiheng Liu Yu Liu Yingya Zhang Jingren Zhou Hongming Shan DiffM VGen 82 98 0 07 Dec 2023
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models Jiayi Guo Xingqian Xu Yifan Pu Zanlin Ni Chaofei Wang Manushree Vasu Shiji Song Gao Huang Humphrey Shi DiffM 80 32 0 07 Dec 2023
Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes Hmrishav Bandyopadhyay Subhadeep Koley Ayan Das A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 116 13 0 07 Dec 2023
FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models Junhyuk So Jungwon Lee Eunhyeok Park DiffM 85 11 0 06 Dec 2023
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis Zehua Chen Guande He Kaiwen Zheng Xu Tan Jun Zhu DiffM 122 22 0 06 Dec 2023
F3-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis Jingkuan Song Jianzhi Liu Lianli Gao Jingkuan Song DiffM VGen 61 5 0 06 Dec 2023
Cache Me if You Can: Accelerating Diffusion Models through Block Caching Felix Wimbauer Bichen Wu Edgar Schoenfeld Xiaoliang Dai Ji Hou ... Jonas Kohler Christian Rupprecht Zorah Lähner Peter Vajda Jialiang Wang DiffM 105 78 0 06 Dec 2023
Collaborative Neural Painting Nicola Dall’Asen Willi Menapace E. Peruzzo E. Sangineto Yiming Wang Elisa Ricci 97 0 0 04 Dec 2023
Latent Feature-Guided Diffusion Models for Shadow Removal Kangfu Mei Luis Figueroa Zhe Lin Zhihong Ding Scott D. Cohen Vishal M. Patel DiffM 151 19 0 04 Dec 2023
ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models Jeong-gi Kwak Erqun Dong Yuhe Jin Hanseok Ko Shweta Mahajan Kwang Moo Yi DiffM VGen 107 41 0 03 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 138 152 0 01 Dec 2023
TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models Pengxiang Li Kai Chen Zhili Liu Ruiyuan Gao Lanqing Hong Guo Zhou Hua Yao Dit-Yan Yeung Huchuan Lu Xu Jia VGen DiffM 72 0 0 01 Dec 2023
Exploiting Diffusion Prior for Generalizable Dense Prediction Hsin-Ying Lee Hung-Yu Tseng Hsin-Ying Lee Ming-Hsuan Yang DiffM MDE 110 23 0 30 Nov 2023
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 231 282 0 30 Nov 2023
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps Zhenyu Zhou Defang Chen Can Wang Chun-Yen Chen DiffM 113 53 0 30 Nov 2023
On Exact Inversion of DPM-Solvers Seongmin Hong Kyeonghyun Lee Suh Yoon Jeon Hyewon Bae Se Young Chun DiffM 79 27 0 30 Nov 2023
Non-Cross Diffusion for Semantic Consistency Ziyang Zheng Ruiyuan Gao Qiang Xu DiffM 72 2 0 30 Nov 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong Liu 100 5 0 30 Nov 2023