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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
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation Taeyoung Yun Dinghuai Zhang Jinkyoo Park Ling Pan DiffM 108 6 0 17 Feb 2025
BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model Weilin Lin Nanjun Zhou Yijiao Wang Jianze Li Hui Xiong Li Liu AAML DiffM 452 1 0 17 Feb 2025
Maximum Entropy Reinforcement Learning with Diffusion Policy Xiaoyi Dong Jian Cheng Xinsong Zhang 129 2 0 17 Feb 2025
SWA-LDM: Toward Stealthy Watermarks for Latent Diffusion Models Zhiyong Yang Linye Lyu Xuanhang Chang Daojing He Yu Li 113 0 0 14 Feb 2025
A Reversible Solver for Diffusion SDEs Zander W. Blasingame Chen Liu DiffM 141 0 0 12 Feb 2025
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers Ao Li Wei Fang Hongbo Zhao Le Lu Ge Yang Minfeng Xu DiffM 113 1 0 11 Feb 2025
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile Hangliang Ding Dacheng Li Runlong Su Peiyuan Zhang Zhijie Deng Ion Stoica Hao Zhang VGen 148 9 0 10 Feb 2025
Habitizing Diffusion Planning for Efficient and Effective Decision Making Haofei Lu Yifei Shen Dongsheng Li Junliang Xing Dongqi Han 144 0 0 10 Feb 2025
Beyond and Free from Diffusion: Invertible Guided Consistency Training Chia-Hong Hsu Shiu-hong Kao Randall Balestriero 3DV 146 0 0 08 Feb 2025
CAT Pruning: Cluster-Aware Token Pruning For Text-to-Image Diffusion Models Xinle Cheng Zhuoming Chen Zhihao Jia DiffM VLM 70 1 0 01 Feb 2025
Spectral Analysis of Diffusion Models with Application to Schedule Design Roi Benita Michael Elad Joseph Keshet DiffM 131 0 0 31 Jan 2025
Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning Haque Ishfaq Guangyuan Wang Sami Nur Islam Doina Precup 130 4 0 29 Jan 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 174 9 0 28 Jan 2025
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance Yinan Zheng Ruiming Liang Kexin Zheng Jinliang Zheng Liyuan Mao ... Weihao Gu Rui Ai Shengbo Eben Li Xianyuan Zhan Jingjing Liu 133 17 0 26 Jan 2025
INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration Di You Pier Luigi Dragotti DiffM 155 2 0 23 Jan 2025
Robust Representation Consistency Model via Contrastive Denoising Jiachen Lei Julius Berner Jiongxiao Wang Zhongzhu Chen Zhongjia Ba Kui Ren Jun Zhu Anima Anandkumar DiffM 158 0 0 22 Jan 2025
VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model Xianwei Zhuang Yuxin Xie Yufan Deng Liming Liang Jinghan Ru Yuguo Yin Yuexian Zou MLLM VLM LRM 175 11 0 21 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 160 4 0 20 Jan 2025
IP-FaceDiff: Identity-Preserving Facial Video Editing with Diffusion Tharun Anand Aryan Garg Kaushik Mitra VGen DiffM 103 0 0 13 Jan 2025
Conditional Diffusion Model for Electrical Impedance Tomography Duanpeng Shi Wendong Zheng Di Guo Huaping Liu DiffM MedIm 414 2 0 10 Jan 2025
TextToucher: Fine-Grained Text-to-Touch Generation Jiahang Tu Hao Fu Fengyu Yang Hanbin Zhao Chao Zhang Hui Qian VLM DiffM 159 12 0 10 Jan 2025
EditAR: Unified Conditional Generation with Autoregressive Models Jiteng Mu Nuno Vasconcelos Xinyu Wang DiffM 89 6 0 08 Jan 2025
Generative Modelling with High-Order Langevin Dynamics Ziqiang Shi Rujie Liu DiffM 137 2 0 03 Jan 2025
Neural Network Diffusion Kaili Wang Dongwen Tang Boya Zeng Yida Yin Zhaopan Xu Yukun Zhou Zelin Zang Trevor Darrell Zhuang Liu Yang You DiffM 153 5 0 03 Jan 2025
Cached Adaptive Token Merging: Dynamic Token Reduction and Redundant Computation Elimination in Diffusion Model Omid Saghatchian Atiyeh Gh. Moghadam Ahmad Nickabadi MoMe 147 1 0 03 Jan 2025
Score-Based Metropolis-Hastings Algorithms Ahmed Aloui Ali Hasan Juncheng Dong Zihao Wu Vahid Tarokh DiffM 132 1 0 31 Dec 2024
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model Wen-Dao Dai Ling-Hao Chen Jingbo Wang Jinpeng Liu Bo Dai Yansong Tang 172 65 0 31 Dec 2024
An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models Yuang Wang Pengfei Jin L. Zhang Quanzheng Li Zhiqiang Chen Dufan Wu DiffM 50 0 0 31 Dec 2024
AdaDiff: Adaptive Step Selection for Fast Diffusion Models Hui Zhang Zuxuan Wu Zhen Xing Jie Shao Yu-Gang Jiang 149 13 0 31 Dec 2024
PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement Chengyou Jia Minnan Luo Zhuohang Dang Guangwen Dai Xiao Chang Jiangming Wang DiffM 134 1 0 31 Dec 2024
Forensics of Transpiled Quantum Circuits Rupshali Roy Archisman Ghosh Swaroop Ghosh 107 0 0 25 Dec 2024
AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures Situo Zhang Hankun Wang Da Ma Zichen Zhu Lu Chen Kunyao Lan Kai Yu 110 6 0 25 Dec 2024
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement H. Kim Jaejun Yoo 150 1 0 23 Dec 2024
Next Patch Prediction for Autoregressive Visual Generation Yatian Pang Peng Jin Shuo Yang Bin Lin Bin Zhu ... Liuhan Chen Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan 255 10 0 19 Dec 2024
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning Xinyang Liu Pengchao Han Xuan Li Bo Liu 90 1 0 18 Dec 2024
Urban Air Temperature Prediction using Conditional Diffusion Models Siyang Dai Jun Liu Ngai-Man Cheung 149 0 0 18 Dec 2024
Real-time One-Step Diffusion-based Expressive Portrait Videos Generation Hanzhong Guo Hongwei Yi Daquan Zhou Alexander William Bergman Michael Lingelbach Yizhou Yu DiffM 122 1 0 18 Dec 2024
OmniPrism: Learning Disentangled Visual Concept for Image Generation Yangyang Li Daqing Liu Wu Liu Allen He Xinchen Liu Yongdong Zhang Guoqing Jin DiffM CoGe 107 0 0 16 Dec 2024
AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration Wenhao Sun Rong-Cheng Tu Jingyi Liao Zhao Jin Dacheng Tao VGen 259 1 0 16 Dec 2024
UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models Yuning Han Bingyin Zhao Rui Chu Feng Luo Biplab Sikdar Yingjie Lao DiffM AAML 207 1 0 16 Dec 2024
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction Sai Qian Zhang Ziyun Li Chuan Guo Saeed Mahloujifar Deeksha Dangwal Edward Suh B. D. Salvo Chiao Liu DiffM 145 0 0 11 Dec 2024
Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations Nikil Roashan Selvam Amil Merchant Stefano Ermon DiffM 176 4 0 11 Dec 2024
SVGFusion: Scalable Text-to-SVG Generation via Vector Space Diffusion Ximing Xing Juncheng Hu Jing Zhang Dong Xu Qian Yu 218 4 0 11 Dec 2024
Score-Optimal Diffusion Schedules Christopher Williams Andrew Campbell Arnaud Doucet Saifuddin Syed DiffM 161 3 0 10 Dec 2024
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models Tianwei Yin Qiang Zhang Richard Zhang William T. Freeman F. Durand Eli Shechtman Xun Huang VGen DiffM 188 11 0 10 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models Tornike Karchkhadze M. Izadi Shuo Zhang DiffM 149 1 0 09 Dec 2024
Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation Gianni Franchi Dat Nguyen Trong Nacim Belkhir Guoxuan Xia Andrea Pilzer UQLM 122 1 0 04 Dec 2024
Partially Conditioned Patch Parallelism for Accelerated Diffusion Model Inference XiuYu Zhang Zening Luo Michelle E. Lu DiffM 96 0 0 04 Dec 2024
Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Andreas Müller Denis Lukovnikov Jonas Thietke Asja Fischer Erwin Quiring AAML WIGM 476 6 0 04 Dec 2024
Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing Wenyi Mo Tianyu Zhang Yalong Bai Fuchun Sun Ji-Rong Wen DiffM 122 0 0 29 Nov 2024