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Explainable Machine Learning
Zero-Shot Learning
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Team
Zeynep Akata
Professor
Iuliana Georgescu
Postdoctoral Researcher
Stephan Alaniz
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
Maja Pantić
PhD Researcher
Meghal Dani
PhD Researcher
Otniel-Bogdan Mercea
PhD Researcher
Shyamgopal Karthik
PhD Researcher
Thomas Hummel
PhD Researcher
Yiran Huang
PhD Researcher
Yavuz Durmazkeser
HiWi MSc student
Isabel Rio-Torto
Collaborating PhD researcher
Lennart Van der Goten
Collaborating PhD Researcher
Massimo Bini
Collaborating PhD Researcher
Anjan Dutta
Collaborating Faculty
Diego Marcos
Collaborating Faculty
Massimiliano Mancini
Collaborating Faculty
Seong Joon Oh
Collaborating Faculty
Michael Mergner
Foreign Language Secretary
Cordelia Schmid
Collaborating ELLIS Fellow
Ole Winther
Collaborating ELLIS Fellow
Oriol Vinyals
Collaborating ELLIS Fellow
Alumni
Publications
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
Luca Eyring*, Dominik Klein*, Théo Uscidda*, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian Theis
International Conference on Learning Representations, ICLR 2024
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Vision-by-Language for Training-Free Compositional Image Retrieval
Shyamgopal Karthik*, Karsten Roth*, Massimiliano Mancini, Zeynep Akata
International Conference on Learning Representations, ICLR 2024
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Fantastic Gains and Where to Find Them - On the Existence and Prospect of General Knowledge Transfer
Karsten Roth*, Lukas Thede*, A. S. Koepke, Oriol Vinyals, Olivier Hénaff, Zeynep Akata
International Conference on Learning Representations, ICLR 2024
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