We move forward
Explainable Machine Learning
Zero-Shot Learning
Multimodal Learning
Team
Zeynep Akata
Professor
Stephan Alaniz
Deputy Head
Iuliana Georgescu
Postdoctoral Researcher
Quentin Bouniot
Postdoctoral Researcher
Anders Christensen
PhD Researcher
Jae Myung Kim
PhD Researcher
Jessica Bader
PhD Researcher
Karsten Roth
PhD Researcher
Leander Girrbach
PhD Researcher
Leonard Salewski
PhD Researcher
Luca Eyring
PhD Researcher
Lukas Thede
PhD Researcher
Massimo Bini
PhD Researcher
Mateusz Pach
PhD Researcher
Meghal Dani
PhD Researcher
Otniel-Bogdan Mercea
PhD Researcher
Sanghwan Kim
PhD Researcher
Shyamgopal Karthik
PhD Researcher
Thomas Hummel
PhD Researcher
Yiran Huang
PhD Researcher
Gul Zain
Research Scientist
Razieh Rezaei
Research Scientist
Ronald Skorobogat
MSc thesis student
Rui Xiao
MSc thesis student
Shuchen Wu
Visiting Researcher
Emre Akbas
Visiting Faculty
Francesco Dalmonte
Collaborating PhD researcher
Shyam Nandan Rai
Collaborating PhD researcher
Yavuz Durmazkeser
Collaborating PhD researcher
Anjan Dutta
Collaborating Faculty
Massimiliano Mancini
Collaborating Faculty
Wenjia Xu
Collaborating Faculty
Michael Mergner
Foreign Language Secretary (Tübingen)
Viktoria Schweiberger
Foreign Language Assistant (Munich)
Alexey Dosovitskiy
Collaborating ELLIS Fellow
Cordelia Schmid
Collaborating ELLIS Fellow
Ole Winther
Collaborating ELLIS Fellow
Oriol Vinyals
Collaborating ELLIS Fellow
Serge Belongie
Collaborating ELLIS Fellow
Publications
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
Luca Eyring*, Shyamgopal Karthik*, Karsten Roth, Alexey Dosovitskiy, Zeynep Akata
Neural Information Processing Systems, NeurIPS 2024
A Practitioner's Guide to Continual Multimodal Pretraining
Karsten Roth*, Vishaal Udandarao*, Sebastian Dziadzio, Ameya Prabhu, Medhi Cherti, Oriol Vinyals, Olivier Henaff, Samuel Albanie, Matthias Bethge, Zeynep Akata
Neural Information Processing Systems, NeurIPS 2024
How should the advent of large language models affect the practice of science?
Marcel Binz*, Stephan Alaniz*, Adina Roskies, Balazs Aczel, Carl T. Bergstrom, Colin Allen, Daniel Schad, Dirk Wulff, Jevin D. West, Qiong Zhang, Richard M. Shiffrin, Samuel J. Gershman, Ven Popov, Emily M. Bender, Marco Marelli, Matthew M. Botvinick, Zeynep Akata, Eric Schulz
Provisionally Accepted at Proceedings of the National Academy of Sciences (PNAS) 2024
Teaching
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Contact
Explainable Machine Learning Munich
Ingolstädter Landstraße 1
85764 Oberschleißheim
Office Munich
Viktoria Schweiberger
viktoria.schweiberger@helmholtz-munich.deOffice Tübingen
Michael Mergner
eml-sekretariat@inf.uni-tuebingen.de
(c) 2024 Explainable Machine Learning Munich Impressum