Leveraging Priors via Diffusion Bridge for Time Series Generation

Leveraging Priors via Diffusion Bridge for Time Series Generation

13 August 2024

Woojin Jeong

Papers citing "Leveraging Priors via Diffusion Bridge for Time Series Generation"

5 / 5 papers shown

Title
Prior Does Matter: Visual Navigation via Denoising Diffusion Bridge Models Hao Ren Yiming Zeng Zetong Bi Zhaoliang Wan Junlong Huang Hui Cheng 41 1 0 14 Apr 2025
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting Marcel Kollovieh Marten Lienen David Ludke Leo Schwinn Stephan Günnemann AI4TS BDL DiffM 32 3 0 03 Oct 2024
Flexible Diffusion Modeling of Long Videos William Harvey Saeid Naderiparizi Vaden Masrani Christian Weilbach Frank D. Wood DiffM BDL VGen 164 284 0 23 May 2022
BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models Bo Li Kaitao Xue Bin Liu Yunyu Lai DiffM 135 129 0 16 May 2022
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory T. Chen Guan-Horng Liu Evangelos A. Theodorou DiffM OT 159 117 0 21 Oct 2021