Scholar
Zeynep Akata
Google Scholar ID: jQl9RtkAAAAJ
Professor at Technical University of Munich and Director at Helmholtz Munich
Machine Learning
Vision and Language
Zero-Shot Learning
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Citations & Impact
All-time
Citations
22,486
H-index
54
i10-index
111
Publications
20
Co-authors
188
list available
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Publications
55 items
Task Vector Descent: Learning from Non-IID Batches
2026
Cited
0
NegT2IBench: When Negation Changes the Picture. A Polarity Benchmark for Text-to-Image Models
2026
Cited
0
Agents Are Systems, Not Models: Rethinking Agentic Evaluation
2026
Cited
0
Replay on Demand: An Emergent Curriculum for Balancing Adaptation and Forgetting in Continued Pretraining
2026
Cited
0
Learning Functional Subspaces for Neural Network Compression
2026
Cited
0
MedKIT: Evaluating Knowledge Integration and Generalization in Large Language Models
2026
Cited
0
User Model Extraction via Belief Self-Distillation
2026
Cited
0
VisLens: Single-Pass Interpretable Visual Search for Multimodal LLMs
2026
Cited
0
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Resume
Academic Achievements
[{'Award': 'Lise-Meitner Award for Excellent Women in Computer Science', 'Organization': 'Max Planck Society', 'Year': '2014'}, {'Award': 'Young Scientist Honour', 'Organization': 'Werner-von-Siemens-Ring Foundation', 'Year': '2019'}, {'Award': 'ERC-2019 Starting Grant', 'Organization': 'European Commission', 'Year': '2019'}, {'Award': 'The DAGM German Pattern Recognition Award', 'Organization': 'DAGM', 'Year': '2021'}, {'Award': 'The ECVA Young Researcher Award', 'Organization': 'ECVA', 'Year': '2022'}, {'Award': 'The Alfried Krupp Award', 'Organization': '-', 'Year': '2023'}]
Research Experience
[{'Position': 'Professor of Computer Science', 'Institution': 'Technical University of Munich', 'Duration': '2024 - Now'}, {'Position': 'Director of Institute for Explainable Machine Learning', 'Institution': 'Helmholtz Munich', 'Duration': '2024 - Now'}, {'Position': 'Professor of Computer Science', 'Institution': 'University of Tübingen', 'Duration': '2019 – 2023'}, {'Position': 'Senior Researcher', 'Institution': 'Max Planck Institute for Intelligent Systems', 'Duration': '2020-2023'}, {'Position': 'Senior Group Leader', 'Institution': 'Max Planck Institute for Informatics', 'Duration': '2017 – 2023'}, {'Position': 'Assistant Professor', 'Institution': 'University of Amsterdam', 'Duration': '2017 – 2019'}, {'Position': 'Post Doctoral Researcher', 'Institution': 'UC Berkeley', 'Advisor': 'Prof Trevor Darrell', 'Duration': '2016-2017'}, {'Position': 'Post Doctoral Researcher', 'Institution': 'Max Planck Institute for Informatics', 'Advisor': 'Prof Bernt Schiele', 'Duration': '2014-2017'}]
Background
Liesel Beckmann Distinguished Professor in Computer Science, with research interests including multimodal learning and explainable AI.
Miscellany
[{'Activity': 'Program Chair', 'Conferences': 'GCPR-DAGM 2020, IEEE CVPR 2024, ECCV 2026'}, {'Activity': 'Senior Area Chair', 'Conferences': 'NeurIPS 2023, ICML 2024'}, {'Activity': 'Area Chair', 'Conferences': 'WACV 2016, IJCAI 2018, ECCV 2018, BMVC 2019, CVPR 2019-2023, ICCV 2019-2023, ICML 2020-2023, ECCV 2020-2022, ICLR 2021-2023'}, {'Activity': 'Associate Editor', 'Journals': 'Pattern Recognition Journal (Aug 2018 - Aug 2020), TPAMI (2020 - Now)'}, {'Activity': 'Reviewer', 'Journals/Conferences': 'TPAMI 2015-2017, IJCV 2015-2017, ICCV 2015-2017, ECCV 2016, ACCV 2016, CVPR 2015-2018, EMNLP 2018, NIPS 2016-2018, AISTATS 2017, AAAI 2018, ICLR 2018, ICML 2018-2019'}]
Co-authors
19 total
Bernt Schiele
Professor, Max Planck Institute for Informatics, Saarland University, Saarland Informatics Campus
Yongqin Xian
Google
Trevor Darrell
Professor of Computer Science, U.C. Berkeley
Massimiliano Mancini
University of Trento
A. Sophia Koepke
University of Tübingen and Technical University of Munich
Cordelia Schmid
Research director INRIA
Stephan Alaniz
Assistant Professor, Télécom Paris, Institut Polytechnique de Paris
Karsten Roth
Research Scientist at Google DeepMind