Doğukan Bağcı

Incoming PhD Student · Max Planck Institute for Informatics

I am an incoming PhD student at the Max Planck Institute for Informatics in Saarbrücken, supervised by Prof. Dr. Bernt Schiele and Robin Hesse. My research focuses on the explainability of foundation models — understanding their internal representations — and on leveraging insights from explainable AI (XAI) for downstream benefits in computer vision and beyond.

I hold a M.Sc. in Autonomous Systems and Robotics and a B.Sc. in Business Information Systems, both from TU Darmstadt. During my studies I spent an exchange semester at ETH Zurich & University of Zurich, and I was a scholarship holder of the Konrad Zuse School of Excellence in Learning and Intelligent Systems (ELIZA).

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News

Mar 2026 Attending the ELLIS Winter School on Foundation Models (FoMo) 2026 in Amsterdam.
Jan 2026 Our paper "Beyond Accuracy" was accepted at TMLR 2026 and received a Featured Certification!
Oct 2025 Started my research internship at the Max Planck Institute for Informatics in Saarbrücken, working on my master's thesis.
Mar 2025 Joined the Konrad Zuse School of Excellence ELIZA as a graduate student and scholarship holder.
Feb 2025 Started my exchange semester at ETH Zurich & University of Zurich.

Publications

Beyond Accuracy teaser

Beyond Accuracy: What Matters in Designing Well-Behaved Models?

Robin Hesse*, Doğukan Bağcı*, Bernt Schiele, Simone Schaub-Meyer, Stefan Roth
* Equal contribution
TMLR 2026 Featured Certification

Projects

OpenAnchor

A privacy-first, self-hosted financial planner. Take full control of your finances without giving up your data.

Privacy-First Self-Hosted Finance
View on GitHub →

Awards & Honors

2026 Featured Certification — TMLR, for "Beyond Accuracy: What Matters in Designing Well-Behaved Models?"
2025 Zuse School ELIZA Scholarship — Konrad Zuse School of Excellence in Learning and Intelligent Systems
2023 Deutschlandstipendium — National Scholarship, Germany
2022 Deutschlandstipendium — National Scholarship, Germany
2021 Deutschlandstipendium — National Scholarship, Germany