"neural odes" Papers

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Simple ReFlow: Improved Techniques for Fast Flow Models

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

ICLR 2025posterarXiv: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 2025poster

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

Jingge Xiao, Leonie Basso, Wolfgang Nejdl et al.

AAAI 2024paperarXiv:2305.06741
8
citations

Stability-Informed Initialization of Neural Ordinary Differential Equations

Theodor Westny, Arman Mohammadi, Daniel Jung et al.

ICML 2024poster

Switched Flow Matching: Eliminating Singularities via Switching ODEs

Qunxi Zhu, Wei Lin

ICML 2024poster