"neural odes" Papers

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CasFT: Future Trend Modeling for Information Popularity Prediction with Dynamic Cues-Driven Diffusion Models

Xin Jing, Yichen Jing, Yuhuan Lu et al.

AAAI 2025paperarXiv:2409.16619
2
citations

Generation as Search Operator for Test-Time Scaling of Diffusion-based Combinatorial Optimization

Yang Li, Lvda Chen, Haonan Wang et al.

NEURIPS 2025

Simple ReFlow: Improved Techniques for Fast Flow Models

Beomsu Kim, Yu-Guan Hsieh, Michal Klein et al.

ICLR 2025arXiv:2410.07815
28
citations

Unsupervised Trajectory Optimization for 3D Registration in Serial Section Electron Microscopy using Neural ODEs

Zhenbang Zhang, Jingtong Feng, Hongjia Li et al.

NEURIPS 2025

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers

Jingge Xiao, Leonie Basso, Wolfgang Nejdl et al.

AAAI 2024paperarXiv:2305.06741
9
citations

Stability-Informed Initialization of Neural Ordinary Differential Equations

Theodor Westny, Arman Mohammadi, Daniel Jung et al.

ICML 2024arXiv:2311.15890
4
citations

Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data

YongKyung Oh, Dongyoung Lim, Sungil Kim

ICLR 2024spotlightarXiv:2402.14989
40
citations

Switched Flow Matching: Eliminating Singularities via Switching ODEs

Qunxi Zhu, Wei Lin

ICML 2024arXiv:2405.11605
2
citations