Accelerating Diffusion Sampling with Optimized Time Steps

Accelerating Diffusion Sampling with Optimized Time Steps

27 February 2024

Tianyang Hu

Enze Xie

Papers citing "Accelerating Diffusion Sampling with Optimized Time Steps"

17 / 17 papers shown

Title
Optimal Stepsize for Diffusion Sampling Jianning Pei Han Hu Shuyang Gu 48 0 0 27 Mar 2025
Rewards Are Enough for Fast Photo-Realistic Text-to-image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 177 0 0 17 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Zechao Li Jing Tang DiffM 81 1 0 13 Mar 2025
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence Shangwen Zhu Han Zhang Zhantao Yang Qianyu Peng Zhao Pu Haoran Wang Fan Cheng DiffM 48 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 71 2 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 Bin Cui VGen 65 2 0 28 Feb 2025
Improved Diffusion-based Generative Model with Better Adversarial Robustness Zekun Wang Mingyang Yi Shuchen Xue Zhiyu Li Ming Liu Bing Qin Zhi-Ming Ma DiffM 42 0 0 24 Feb 2025
S4S: Solving for a Diffusion Model Solver Eric Frankel Sitan Chen Jingkai Li Pang Wei Koh Lillian J. Ratliff Sewoong Oh DiffM 48 0 0 24 Feb 2025
Designing Scheduling for Diffusion Models via Spectral Analysis Roi Benita Michael Elad Joseph Keshet DiffM 63 0 0 31 Jan 2025
Generating Compositional Scenes via Text-to-image RGBA Instance Generation Alessandro Fontanella Petru-Daniel Tudosiu Yongxin Yang Shifeng Zhang Sarah Parisot 41 2 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 63 1 0 12 Nov 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 40 0 0 07 Oct 2024
Learning to Discretize Denoising Diffusion ODEs Vinh Tong Guy Van den Broeck Anji Liu Mathias Niepert Mathias Niepert DiffM 45 4 0 24 May 2024
AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration Lijiang Li Huixia Li Xiawu Zheng Jie Wu Xuefeng Xiao Rui Wang Min Zheng Xin Pan Rongrong Ji Rongrong Ji 85 35 0 19 Sep 2023
Convergence of score-based generative modeling for general data distributions Holden Lee Jianfeng Lu Yixin Tan DiffM 191 128 0 26 Sep 2022
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions Sitan Chen Sinho Chewi Jungshian Li Yuanzhi Li Adil Salim Anru R. Zhang DiffM 135 248 0 22 Sep 2022
Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed Eric Luhman Troy Luhman DiffM 195 258 0 07 Jan 2021