Patrick Seifner

12 papers A* 3Journal 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Foundation Inference Models for Ordinary Differential Equations. CoRR Maximilian Mauel, Johannes R. Hübers, David Berghaus, Patrick Seifner, Ramsés J. Sánchez
2025	J	`jnl`	Foundation Inference Models for Stochastic Differential Equations: A Transformer-based Approach for Zero-shot Function Estimation. CoRR Patrick Seifner, Kostadin Cvejoski, David Berghaus, César Ojeda, Ramsés J. Sánchez
2025	J	`jnl`	In-Context Learning of Temporal Point Processes with Foundation Inference Models. CoRR David Berghaus, Patrick Seifner, Kostadin Cvejoski, César Ojeda, Ramsés J. Sánchez
2025	J	`jnl`	On Foundation Models for Temporal Point Processes to Accelerate Scientific Discovery. CoRR David Berghaus, Patrick Seifner, Kostadin Cvejoski, Ramsés J. Sánchez
2025	J	`jnl`	Towards Fast Coarse-graining and Equation Discovery with Foundation Inference Models. CoRR Manuel Hinz, Maximilian Mauel, Patrick Seifner, David Berghaus, Kostadin Cvejoski, Ramsés J. Sánchez
2025	J	`jnl`	Towards Foundation Inference Models that Learn ODEs In-Context. CoRR Maximilian Mauel, Manuel Hinz, Patrick Seifner, David Berghaus, Ramsés J. Sánchez
2025	A*	`conf`	Zero-shot Imputation with Foundation Inference Models for Dynamical Systems. ICLR Patrick Seifner, Kostadin Cvejoski, Antonia Körner, Ramsés J. Sánchez
2024	A*	`conf`	Foundation Inference Models for Markov Jump Processes. NeurIPS David Berghaus, Kostadin Cvejoski, Patrick Seifner, César Ali Marin Ojeda, Ramsés J. Sánchez
2024	J	`jnl`	Foundation Inference Models for Markov Jump Processes. CoRR David Berghaus, Kostadin Cvejoski, Patrick Seifner, César Ojeda, Ramsés J. Sánchez
2024	J	`jnl`	Foundational Inference Models for Dynamical Systems. CoRR Patrick Seifner, Kostadin Cvejoski, Ramsés J. Sánchez
2023	A*	`conf`	Neural Markov Jump Processes. ICML Patrick Seifner, Ramsés J. Sánchez
2023	J	`jnl`	Neural Markov Jump Processes. CoRR Patrick Seifner, Ramsés J. Sánchez

Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski