We move forward
Explainable Machine Learning
Zero-Shot Learning
Multimodal Learning
Team
Zeynep Akata
Professor
Kirill Bykov
Postdoctoral Researcher
Maria Bravo
Postdoctoral Researcher
Massimo Bini
Postdoctoral Researcher
Leander Girrbach
PhD Researcher
Luca Eyring
PhD Researcher
Luis Wiedmann
PhD Reseacher
Lukas Thede
PhD Researcher
Rishika Bhagwatkar
PhD Researcher
Rui Xiao
PhD Researcher
Sanghwan Kim
PhD Researcher
Simon Roschmann
PhD Researcher
Thibaut de Saivre
PhD Researcher
Tim Wibiral
PhD Researcher
Yiran Huang
PhD Researcher
Sena Korkut
Research Scientist
Merve Tapli
Visiting Researcher
Ali Kholmovaia
MSc Student
Anton Baumann
MSc Student
Karl Oskar Kuuse
MSc Student
Alexander Gitnik
Student Research Assistant
Julia Herbst
Student Research Assistant
Philipp Spohn
Student Research Assistant
Quentin Bouniot
Collaborating Faculty
Stephan Alaniz
Collaborating Faculty
Wenjia Xu
Collaborating Faculty
Lukas Muttenthaler
Collaborating Researcher
Viktoria Schweiberger
Foreign Language Assistant
Alexey Dosovitskiy
Collaborating ELLIS Fellow
Cordelia Schmid
Collaborating ELLIS Fellow
Serge Belongie
Collaborating ELLIS Fellow
Publications
Training-free Uncertainty Guidance for Complex Visual Tasks with MLLMs
Sanghwan Kim, Rui Xiao, Stephan Alaniz, Yongqin Xian, Zeynep Akata
European Conference on Computer Vision, ECCV 2026
From Drop-off to Recovery: A Mechanistic Analysis of Segmentation in MLLMs
Boyong Wu, Sanghwan Kim, Zeynep Akata
European Conference on Computer Vision, ECCV 2026
The Latent Color Subspace: Emergent Order in High-Dimensional Chaos
Mateusz Pach*, Jessica Bader*, Quentin Bouniot, Serge Belongie, Zeynep Akata
International Conference on Machine Learning, ICML 2026
Teaching
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ExplainableML
@eml-munich.bsky.social
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Contact
Explainable Machine Learning Munich
Ingolstädter Landstraße 1
85764 Oberschleißheim
Office
Viktoria Schweiberger
viktoria.schweiberger@helmholtz-munich.de
(c) 2024 Explainable Machine Learning Munich Impressum
