Generative modeling for time series via Schr{ö}dinger bridge

11 April 2023

Papers citing "Generative modeling for time series via Schr{ö}dinger bridge"

8 / 8 papers shown

Title
Time-Causal VAE: Robust Financial Time Series Generator Beatrice Acciaio Stephan Eckstein Songyan Hou AI4TS 23 2 0 05 Nov 2024
Optimal sequencing depth for single-cell RNA-sequencing in Wasserstein space Jakwang Kim Sharvaj Kubal Geoffrey Schiebinger 13 1 0 22 Sep 2024
HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models Tingwei Meng Zongren Zou Jérome Darbon George Karniadakis DiffM 30 2 0 15 Sep 2024
Universal randomised signatures for generative time series modelling Francesca Biagini Lukas Gonon Niklas Walter 27 4 0 14 Jun 2024
One-step data-driven generative model via Schrödinger Bridge Hanwen Huang DiffM 16 4 0 21 May 2024
Extrapolation and generative algorithms for three applications in finance P. LeFloch J. Mercier Shohruh Miryusupov 16 1 0 20 Apr 2024
Soft-constrained Schrodinger Bridge: a Stochastic Control Approach Jhanvi Garg Xianyang Zhang Quan Zhou DiffM OT 16 0 0 04 Mar 2024
Aligned Diffusion Schrödinger Bridges Vignesh Ram Somnath Matteo Pariset Ya-Ping Hsieh María Rodríguez Martínez Andreas Krause Charlotte Bunne DiffM 93 30 0 22 Feb 2023