We move forward
Explainable Machine Learning
Zero-Shot Learning
Multimodal Learning
Team
Zeynep Akata
Professor
Kirill Bykov
Postdoctoral Researcher
Maria Bravo
Postdoctoral Researcher
Quentin Bouniot
Postdoctoral Researcher
Lukas Muttenthaler
Senior Researcher
Jessica Bader
PhD Researcher
Leander Girrbach
PhD Researcher
Luca Eyring
PhD Researcher
Lukas Thede
PhD Researcher
Massimo Bini
PhD Researcher
Mateusz Pach
PhD Researcher
Rui Xiao
PhD Researcher
Sanghwan Kim
PhD Researcher
Simon Roschmann
PhD Researcher
Yiran Huang
PhD Researcher
Gul Zain
Research Scientist
Karsten Roth
Collaborating Researcher
Shuchen Wu
Collaborating Researcher
Massimiliano Mancini
Collaborating Faculty
Stephan Alaniz
Collaborating Faculty
Wenjia Xu
Collaborating Faculty
Michael Mergner
Foreign Language Secretary (Tübingen)
Viktoria Schweiberger
Foreign Language Assistant (Munich)
Yongqin Xian
Collaborating ELLIS Member
Alexey Dosovitskiy
Collaborating ELLIS Fellow
Cordelia Schmid
Collaborating ELLIS Fellow
Serge Belongie
Collaborating ELLIS Fellow
Publications
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models
Luca Eyring, Shyamgopal Karthik, Alexey Dosovitskiy, Nataniel Ruiz, Zeynep Akata
Neural Information Processing Systems, NeurIPS 2025
Concept-Guided Interpretability via Neural Chunking
Shuchen Wu, Stephan Alaniz, Shyamgopal Karthik, Peter Dayan, Eric Schulz, Zeynep Akata
Neural Information Processing Systems, NeurIPS 2025
Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models
Mateusz Pach, Shyamgopal Karthik, Quentin Bouniot, Serge Belongie, Zeynep Akata
Neural Information Processing Systems, NeurIPS 2025
Teaching
Events
News
Contact
Explainable Machine Learning Munich
Ingolstädter Landstraße 1
85764 Oberschleißheim
Office Munich
Viktoria Schweiberger
[email protected]Office Tübingen
Michael Mergner
[email protected]
(c) 2024 Explainable Machine Learning Munich Impressum
