Adaptive weights for NMF with additional priors. - Julian Mathias Becker; Martin Rohbeck; Christian Rohlfing (ISPACS, 2015)

Towards Context-Aware Domain Generalization: Representing Environments with Permutation-Invariant Networks. - Jens Müller 009; Lars Kühmichel; Martin Rohbeck; Stefan T. Radev; Ullrich Köthe (CoRR, 2023)

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

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 (ICLR, 2025)