On Accelerating Diffusion-Based Sampling Process via Improved
Integration Approximation

v1v2v3v4 (latest)

On Accelerating Diffusion-Based Sampling Process via Improved Integration Approximation

International Conference on Learning Representations (ICLR), 2023

22 April 2023

ArXiv (abs)PDF HTML

Papers citing "On Accelerating Diffusion-Based Sampling Process via Improved Integration Approximation"

7 / 7 papers shown

Title
Variance-Reduction Guidance: Sampling Trajectory Optimization for Diffusion Models Shifeng Xu Yanzhu Liu A. Kong 75 0 0 20 Oct 2025
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE SolutionsInternational Conference on Learning Representations (ICLR), 2025 Jinyoung Choi Junoh Kang Bohyung Han 163 2 0 02 Apr 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 386 0 0 26 Mar 2025
S4S: Solving for a Diffusion Model Solver Eric Frankel Sitan Chen Haibin Zhang Pang Wei Koh Lillian J. Ratliff Sewoong Oh DiffM 294 9 0 24 Feb 2025
On Exact Bit-level Reversible Transformers Without Changing Architectures Guoqiang Zhang J. P. Lewis W. Kleijn MQ AI4CE 165 1 0 12 Jul 2024
Exact Diffusion Inversion via Bi-directional Integration ApproximationEuropean Conference on Computer Vision (ECCV), 2023 Guoqiang Zhang J. P. Lewis W. Kleijn DiffM 359 32 0 10 Jul 2023
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 642 804 0 02 Nov 2022