"dynamical systems learning" Papers

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Continuity-Preserving Convolutional Autoencoders for Learning Continuous Latent Dynamical Models from Images

Aiqing Zhu, Yuting Pan, Qianxiao Li

ICLR 2025arXiv:2502.00754

Learning Spatiotemporal Dynamical Systems from Point Process Observations

Valerii Iakovlev, Harri Lähdesmäki

ICLR 2025oralarXiv:2406.00368
2
citations

Semi-Implicit Neural Ordinary Differential Equations

Hong Zhang, Ying Liu, Romit Maulik

AAAI 2025paperarXiv:2412.11301
2
citations

Symbolic Neural Ordinary Differential Equations

Xin Li, Chengli Zhao, Xue Zhang et al.

AAAI 2025paperarXiv:2503.08059
3
citations