Scholar
Matthias Hein
Google Scholar ID: 0ZAb3tsAAAAJ
Professor of Computer Science, University of Tübingen
Machine Learning
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Citations & Impact
All-time
Citations
16,428
H-index
53
i10-index
115
Publications
20
Co-authors
49
list available
Publications
20 items
Forget Narrowly, Retain Broadly: Unlearning as an Asymmetric Generalization Problem
2026
Cited
0
Preference Redirection via Attention Concentration: An Attack on Computer Use Agents
2026
Cited
0
Visual Memory Injection Attacks for Multi-Turn Conversations
2026
Cited
0
On the Out-of-Distribution Generalization of Reasoning in Multimodal LLMs for Simple Visual Planning Tasks
2026
Cited
0
Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies
2026
Cited
0
A Definition of AGI
2025
Cited
0
Unlearning That Lasts: Utility-Preserving, Robust, and Almost Irreversible Forgetting in LLMs
2025
Cited
0
Understanding Benefits and Pitfalls of Current Methods for the Segmentation of Undersampled MRI Data
2025
Cited
0
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Co-authors
15 total
Francesco Croce
EPFL
Bernt Schiele
Professor, Max Planck Institute for Informatics, Saarland University, Saarland Informatics Campus
Maksym Andriushchenko
ELLIS Institute Tübingen & Max Planck Institute for Intelligent Systems
Ulrike von Luxburg
University of Tübingen
Francesco Tudisco
The University of Edinburgh
David Stutz
Research Scientist, DeepMind
Nicolas Flammarion
EPFL
Anna Khoreva
Head of Applied Science at Zalando
