Neural Delay Differential Equations: System Reconstruction and Image Classification

11 April 2023

Papers citing "Neural Delay Differential Equations: System Reconstruction and Image Classification"

17 / 17 papers shown

Title
Symbolic Neural Ordinary Differential Equations Xin Li Chengli Zhao Xue Zhang Xiaojun Duan 37 0 0 11 Mar 2025
Learning to Decouple Complex Systems Zihan Zhou Tianshu Yu BDL 74 4 0 17 Feb 2025
Neural DDEs with Learnable Delays for Partially Observed Dynamical Systems Thibault Monsel Emmanuel Menier Onofrio Semeraro L. Mathelin Guillaume Charpiat 30 0 0 03 Oct 2024
Learning Hamiltonian neural Koopman operator and simultaneously sustaining and discovering conservation law Jingdong Zhang Qunxi Zhu Wei Lin 38 8 0 04 Jun 2024
Switched Flow Matching: Eliminating Singularities via Switching ODEs Qunxi Zhu Wei Lin 40 1 0 19 May 2024
From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems Xin Li Jingdong Zhang Qunxi Zhu Chengli Zhao Xue Zhang Xiaojun Duan Wei Lin 55 3 0 19 May 2024
Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations Qingqing Long Zheng Fang Chen Fang Chong Chen Pengfei Wang Yuanchun Zhou AI4TS 29 12 0 02 Feb 2024
DRew: Dynamically Rewired Message Passing with Delay Benjamin Gutteridge Xiaowen Dong Michael M. Bronstein Francesco Di Giovanni 36 58 0 13 May 2023
Learning PDE Solution Operator for Continuous Modeling of Time-Series Yesom Park Jaemoo Choi Changyeon Yoon Changhoon Song Myung-joo Kang AI4TS AI4CE 27 3 0 02 Feb 2023
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems Manuela Brenner Florian Hess Jonas M. Mikhaeil Leonard Bereska Zahra Monfared Po-Chen Kuo Daniel Durstewitz AI4CE 37 29 0 06 Jul 2022
Learning Time Delay Systems with Neural Ordinary Differential Equations Xun Ji G. Orosz 38 6 0 28 Jun 2022
Neural Laplace: Learning diverse classes of differential equations in the Laplace domain Samuel Holt Zhaozhi Qian M. Schaar AI4CE 11 25 0 10 Jun 2022
Neural Piecewise-Constant Delay Differential Equations Qunxi Zhu Yifei Shen Dongsheng Li Wei-Jer Lin PINN 25 6 0 04 Jan 2022
Characteristic Neural Ordinary Differential Equations Xingzi Xu Ali Hasan Khalil Elkhalil Jie Ding Vahid Tarokh BDL 29 3 0 25 Nov 2021
Beyond Predictions in Neural ODEs: Identification and Interventions H. Aliee Fabian J. Theis Niki Kilbertus CML 40 24 0 23 Jun 2021
Stateful ODE-Nets using Basis Function Expansions A. Queiruga N. Benjamin Erichson Liam Hodgkinson Michael W. Mahoney 27 16 0 21 Jun 2021
Delay Differential Neural Networks Srinivas Anumasa P. K. Srijith 19 5 0 12 Dec 2020