Neural Ordinary Differential Equation based Recurrent Neural Network Model

20 May 2020

Papers citing "Neural Ordinary Differential Equation based Recurrent Neural Network Model"

11 / 11 papers shown

Title
Multi-View Neural Differential Equations for Continuous-Time Stream Data in Long-Term Traffic Forecasting Zibo Liu Zhe Jiang Shigang Chen AI4TS 32 0 0 12 Aug 2024
Tipping Point Forecasting in Non-Stationary Dynamics on Function Spaces Miguel Liu-Schiaffini C. Singer Nikola B. Kovachki T. Schneider Kamyar Azizzadenesheli Anima Anandkumar 37 4 0 17 Aug 2023
Neural Differential Recurrent Neural Network with Adaptive Time Steps Yixuan Tan Liyan Xie Xiuyuan Cheng AI4TS 16 5 0 02 Jun 2023
Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting Zibo Liu Parshin Shojaee Chandan K. Reddy AI4TS AI4CE 32 9 0 30 May 2023
SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series Futoon M. Abushaqra Hao Xue Yongli Ren Flora D. Salim AI4TS 26 2 0 07 Dec 2022
Learning Spatio-Temporal Model of Disease Progression with NeuralODEs from Longitudinal Volumetric Data Dmitrii Lachinov A. Chakravarty C. Grechenig U. Schmidt-Erfurth Hrvoje Bogunović 33 11 0 08 Nov 2022
Parallel Training of GRU Networks with a Multi-Grid Solver for Long Sequences G. Moon E. Cyr 25 5 0 07 Mar 2022
ECG synthesis with Neural ODE and GAN models M. Habiba Eoin Borphy Ba Pearlmutter Tom Ward SyDa MedIm 24 6 0 30 Oct 2021
The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network Zijian Shi Yu Chen J. Cartlidge 19 10 0 02 Mar 2021
A non-autonomous equation discovery method for time signal classification Ryeongkyung Yoon Harish S. Bhat Braxton Osting 25 2 0 22 Nov 2020
Continuous-in-Depth Neural Networks A. Queiruga N. Benjamin Erichson D. Taylor Michael W. Mahoney 18 46 0 05 Aug 2020