how we work

How we run research projects (publication mindset, reproducibility, mentoring).

We run student projects and theses like real research projects. The default goal is a joint research publication where quality and novelty are important.

What you can expect

  • clear scope and milestones (with concrete next steps)
  • regular feedback and iteration (paper-style writing early)
  • emphasis on reproducibility (clean code, documented runs, reasonable baselines)
  • visibility for strong work (talks/demos/public announcements where suitable)

What we expect

  • reading papers and translating ideas into experiments
  • strong engineering hygiene (clean repos, reproducible runs)
  • rigorous evaluation (baselines, ablations/error analysis where meaningful)
  • proactive communication (raise issues early; keep timelines realistic)
  • a short exposé (motivation with research questions, related work, planned approach, planned evaluation, schedule) before the registration

Authorship and credits

Authorship follows standard academic practice, i.e., students co-author the paper. We clarify roles early in the project.

For thesis topics and how to apply: /student_thesis/
For course/project formats: /teaching/
For positions: /vacancies/