2024 "neural ordinary differential equations" Papers

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From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems

Xin Li, Jingdong Zhang, Qunxi Zhu et al.

ICML 2024oral

How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective

Keyan Miao, Konstantinos Gatsis

ICML 2024oral

Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations

Woojin Cho, Seunghyeon Cho, Hyundong Jin et al.

AAAI 2024paperarXiv:2312.10274

Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach

Yu Wang, Yuxuan Yin, Karthik Somayaji NS et al.

AAAI 2024paperarXiv:2310.13110