Rohbeck, Martin

4 publications

ICLR 2025 Modeling Complex System Dynamics with Flow Matching Across Time and Conditions Martin Rohbeck, Edward De Brouwer, Charlotte Bunne, Jan-Christian Huetter, Anne Biton, Kelvin Y. Chen, Aviv Regev, Romain Lopez

CLeaR 2024 Bicycle: Intervention-Based Causal Discovery with Cycles Martin Rohbeck, Brian Clarke, Katharina Mikulik, Alexandra Pettet, Oliver Stegle, Kai Ueltzhöffer

NeurIPSW 2024 Modeling Complex System Dynamics with Flow Matching Across Time and Conditions Martin Rohbeck, Charlotte Bunne, Edward De Brouwer, Jan-Christian Huetter, Anne Biton, Kelvin Y. Chen, Aviv Regev, Romain Lopez

NeurIPSW 2023 Identifying Effects of Disease on Single-Cells with Domain-Invariant Generative Modeling Abdul Moeed, Martin Rohbeck, Kai Ueltzhoeffer, Pavlo Lutsik, Oliver Stegle, Marc Jan Bonder