Latent SDEs on Homogeneous Spaces

28 June 2023

Papers citing "Latent SDEs on Homogeneous Spaces"

7 / 7 papers shown

Title
The Stochastic Occupation Kernel (SOCK) Method for Learning Stochastic Differential Equations Michael L. Wells Kamel Lahouel Bruno Jedynak 4 0 0 16 May 2025
Foundation Inference Models for Stochastic Differential Equations: A Transformer-based Approach for Zero-shot Function Estimation Patrick Seifner K. Cvejoski David Berghaus C. Ojeda Ramses J. Sanchez DiffM 53 1 0 26 Feb 2025
Improving the Noise Estimation of Latent Neural Stochastic Differential Equations Linus Heck Maximilian Gelbrecht Michael T. Schaub Niklas Boers DiffM 35 0 0 23 Dec 2024
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series Byoungwoo Park Hyungi Lee Juho Lee AI4TS 41 0 0 08 Oct 2024
Neural Persistence Dynamics Sebastian Zeng Florian Graf M. Uray Stefan Huber Roland Kwitt 26 0 0 24 May 2024
Time-changed normalizing flows for accurate SDE modeling Naoufal El Bekri Lucas Drumetz Franck Vermet AI4TS BDL 33 0 0 22 Dec 2023
Multi-Time Attention Networks for Irregularly Sampled Time Series Satya Narayan Shukla Benjamin M. Marlin AI4TS 108 184 0 25 Jan 2021