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Martin Rohbeck

  • Joined October 2023

Names

Martin Rohbeck (Preferred)
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Emails

****@gmail.com (Confirmed)
,
****@dkfz-heidelberg.de (Confirmed)
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Personal Links

Homepage
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Career & Education History

PhD student
Deutsches Krebsforschungszentrum (dkfz.de)
2021 – 2024
 
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Advisors, Relations & Conflicts

PhD Advisor
Stegle
2021 – 2024
 
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Expertise

Causality
2021 – Present
 
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Publications

  • 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
    • AIDrugX Poster
    • Readers: Everyone
  • 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 Spotlight
    • Readers: Everyone
  • 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
    • CRL@NeurIPS 2023 Oral
    • Readers: Everyone

Co-Authors

  • Abdul Moeed
  • Anne Biton
  • Aviv Regev
  • Charlotte Bunne
  • Edward De Brouwer
  • Jan-Christian Huetter
  • Kai Ueltzhoeffer
  • Kelvin Y. Chen
  • Marc Jan Bonder
  • Oliver Stegle
  • Pavlo Lutsik
  • Romain Lopez
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