@inproceedings{fim_mjp,
    title={Foundation Inference Models for Markov Jump Processes},
    author={David Berghaus and Kostadin Cvejoski and Patrick Seifner and C{\'e}sar Ojeda and Rams{\'e}s J. S{\'a}nchez},
    booktitle={The Thirty-eighth Annual Conference on Neural Information Processing Systems},
    year={2024},
    url={https://openreview.net/forum?id=f4v7cmm5sC}
}

@misc{fim_imputation,
    title={Zero-shot Imputation with Foundation Inference Models for Dynamical Systems},
    author={Patrick Seifner and Kostadin Cvejoski and Antonia Körner and Rams{\'e}s J. S{\'a}nchez},
    booktitle={The Thirteenth International Conference on Learning Representations},
    year={2025},
    url={https://openreview.net/forum?id=NPSZ7V1CCY}
}

@inproceedings{fim_sde,
    title={In-Context Learning of Stochastic Differential Equations with Foundation Inference Models},
    author={Patrick Seifner and Kostadin Cvejoski and David Berghaus and C{\'e}sar Ojeda and Rams{\'e}s J. S{\'a}nchez},
    booktitle={The Thirty-ninth Annual Conference on Neural Information Processing Systems},
    year={2025},
    url={https://openreview.net/forum?id=ceCJPoZOKJ}
}

@inproceedings{fim_pp,
    title={In-Context Learning of Temporal Point Processes with Foundation Inference Models},
    author={David Berghaus and Patrick Seifner and Kostadin Cvejoski and C{\'e}sar Ojeda and Rams{\'e}s J. S{\'a}nchez},
    booktitle={The Fourteenth International Conference on Learning Representations},
    year={2026},
    url={https://openreview.net/forum?id=h9HwUAODFP}
}

@inproceedings{
    fim_ode,
    title={Foundation Inference Models for Ordinary Differential Equations},
    author={Johannes R. H{\"u}bers and Maximilian Mauel and David Berghaus and Patrick Seifner and Ramses J Sanchez},
    booktitle={Forty-third International Conference on Machine Learning},
    year={2026},
    url={https://openreview.net/forum?id=ZBHDZDaG0h}
}

@misc{fim_eqdisc,
    title={Towards Fast Coarse-graining and Equation Discovery with Foundation Inference Models},
    author={Manuel Hinz and Maximilian Mauel and Patrick Seifner and David Berghaus and Kostadin Cvejoski and Rams{\'e}s J. S{\'a}nchez},
    year={2025},
    archivePrefix={arXiv},
    primaryClass={cs.LG},
    url={https://arxiv.org/abs/2510.12618},
}