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Accelerating Diffusion Sampling with Optimized Time Steps

27 February 2024

Tianyang Hu

Enze Xie

Zhenguo Li

DiffM

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Papers citing "Accelerating Diffusion Sampling with Optimized Time Steps"

32 / 32 papers shown

Title
Multivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation Yushe Cao Dianxi Shi Xing Fu Xuechao Zou Haikuo Peng Xueqi Li Chun Yu Junliang Xing DiffM 180 0 0 16 Nov 2025
Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling Aihua Zhu Rui Su Qinglin Zhao Li Feng Meng Shen Shibo He DiffM 69 0 0 12 Nov 2025
Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications Hai-Long Qin Jincheng Dai Guo Lu Shuo Shao Sixian Wang Tongda Xu Wenjun Zhang Ping Zhang Khaled B. Letaief DiffM VLM 368 0 0 11 Nov 2025
Adaptive Stochastic Coefficients for Accelerating Diffusion Sampling Ruoyu Wang B. Zhu J. Li Liangyu Yuan Chi Zhang DiffM 144 0 0 27 Oct 2025
GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver Aleksandr Oganov Ilya Bykov Eva Neudachina Mishan Aliev Alexander Tolmachev Alexander Sidorov Aleksandr Zuev Andrey Okhotin Denis Rakitin Aibek Alanov 137 0 0 20 Oct 2025
EVODiff: Entropy-aware Variance Optimized Diffusion Inference Shigui Li Wei Chen Delu Zeng DiffM 126 2 0 30 Sep 2025
Learnable Sampler Distillation for Discrete Diffusion Models Feiyang Fu Tongxian Guo Zhaoqiang Liu DiffM 134 1 0 24 Sep 2025
Lipschitz-Guided Design of Interpolation Schedules in Generative Models Yifan Chen Eric Vanden-Eijnden Jiawei Xu DiffM 140 3 0 01 Sep 2025
Pretrained Diffusion Models Are Inherently Skipped-Step Samplers Wenju Xu VLM 124 0 0 21 Aug 2025
Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Haoran Wang Zekun Li Jian Zhang Lei Qi Yinghuan Shi VOS VGen 129 0 0 11 Aug 2025
Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models B. Zhu Ruoyu Wang Tong Zhao Hanwang Zhang Chi Zhang DiffM 123 2 0 20 Jul 2025
Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation Bowen Zheng Tianming Yang VLM 223 2 0 11 Jun 2025
A Review on Score-based Generative Models for Audio Applications Ge Zhu Yutong Wen Zhiyao Duan DiffM MedIm 190 3 0 10 Jun 2025
Differentiable Solver Search for Fast Diffusion Sampling Shuai Wang Zexian Li Qipeng Zhang Tianhui Song Xubin Li Bo Xiao Bo Zheng Limin Wang DiffM 244 2 0 27 May 2025
Learning to Integrate Diffusion ODEs by Averaging the Derivatives Wenze Liu Xiangyu Yue 345 4 0 20 May 2025
Accelerating Diffusion-based Super-Resolution with Dynamic Time-Spatial SamplingInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Rui Qin Qijie Wang Ming Sun Haowei Zhu Chao Zhou Bin Wang 407 0 0 17 May 2025
Optimal Stepsize for Diffusion Sampling Jianning Pei Han Hu Shuyang Gu 203 3 0 27 Mar 2025
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 984 7 0 17 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Hao Sun Jing Tang DiffM 301 4 0 13 Mar 2025
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence Shangwen Zhu Han Zhang Zhantao Yang Qianyu Peng Zhao Pu Jian Shu Fan Cheng DiffM 309 0 0 12 Mar 2025
Straight-Line Diffusion Model for Efficient 3D Molecular Generation Yuyan Ni Shikun Feng Haohan Chi Bowen Zheng Huan-ang Gao Wei-Ying Ma Zhi-Ming Ma Yanyan Lan DiffM 359 6 0 04 Mar 2025
Training-free and Adaptive Sparse Attention for Efficient Long Video Generation Yifei Xia Suhan Ling Fangcheng Fu Yijiao Wang Huixia Li Xuefeng Xiao Tengjiao Wang VGen 325 25 0 28 Feb 2025
Improved Diffusion-based Generative Model with Better Adversarial RobustnessInternational Conference on Learning Representations (ICLR), 2025 Zekun Wang Mingyang Yi Shuchen Xue Zhiyu Li Ming Liu Bing Qin Zhi-Ming Ma DiffM 313 0 0 24 Feb 2025
S4S: Solving for a Diffusion Model Solver Eric Frankel Sitan Chen Haibin Zhang Pang Wei Koh Lillian J. Ratliff Sewoong Oh DiffM 298 9 0 24 Feb 2025
Spectral Analysis of Diffusion Models with Application to Schedule Design Roi Benita Michael Elad Joseph Keshet DiffM 351 1 0 31 Jan 2025
Score-Optimal Diffusion SchedulesNeural Information Processing Systems (NeurIPS), 2024 Christopher Williams Andrew Campbell Arnaud Doucet Saifuddin Syed DiffM 300 10 0 10 Dec 2024
Generating Compositional Scenes via Text-to-image RGBA Instance GenerationNeural Information Processing Systems (NeurIPS), 2024 Alessandro Fontanella Petru-Daniel Tudosiu Yongxin Yang Shifeng Zhang Sarah Parisot 281 7 0 16 Nov 2024
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 338 3 0 12 Nov 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image RestorationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zhiyu Zhu Jinhui Hou Hui Liu H. Zeng Junhui Hou 311 3 0 07 Oct 2024
SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models Yang Cao 632 3 0 21 Aug 2024
Learning to Discretize Denoising Diffusion ODEs Vinh Tong Hoang Trung-Dung Anji Liu Karen Ullrich Mathias Niepert DiffM 568 16 0 24 May 2024
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic ModelsMachine Intelligence Research (MIR), 2022 Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 646 804 0 02 Nov 2022