Latent Neural ODEs with Sparse Bayesian Multiple Shooting

Latent Neural ODEs with Sparse Bayesian Multiple Shooting

7 October 2022

Çağatay Yıldız

Markus Heinonen

Harri Lähdesmäki

Papers citing "Latent Neural ODEs with Sparse Bayesian Multiple Shooting"

7 / 7 papers shown

Title
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
Learning Latent Dynamics via Invariant Decomposition and (Spatio-)Temporal Transformers Kai Lagemann C. Lagemann Swarnava Mukherjee 27 2 0 21 Jun 2023
CONFIDE: Contextual Finite Differences Modelling of PDEs Ori Linial Orly Avner Dotan Di Castro 19 0 0 28 Mar 2023
Multiple shooting for training neural differential equations on time series Evren Mert Turan J. Jäschke AI4TS 21 23 0 14 Sep 2021
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 237 690 0 27 Aug 2021
Multi-Time Attention Networks for Irregularly Sampled Time Series Satya Narayan Shukla Benjamin M. Marlin AI4TS 106 179 0 25 Jan 2021
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 124 302 0 11 Jun 2018