Scholar
Jonas Fischer
Google Scholar ID: Gfc2NA4AAAAJ
Group Leader, Max-Planck-Institute for Informatics
Machine Learning
XAI
Computational Biology
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Citations & Impact
All-time
Citations
262
H-index
10
i10-index
11
Publications
20
Co-authors
13
list available
Publications
15 items
Steering Fields: Adaptive Vector Fields for Safe Image Generation and Beyond
2026
Cited
0
A Compact Top-Loading Robot for Endovascular Interventions: Design, Control and Evaluation
2026
Cited
0
Interpretability Without Tradeoffs: Disentangling Polysemanticity At Equal Predictive Performance
2026
Cited
0
Seeing Through Circuits: Faithful Mechanistic Interpretability for Vision Transformers
2026
Cited
0
Certified Circuits: Stability Guarantees for Mechanistic Circuits
2026
Cited
0
Insight: Interpretable Semantic Hierarchies in Vision-Language Encoders
2026
Cited
0
Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions
2025
Cited
0
FaCT: Faithful Concept Traces for Explaining Neural Network Decisions
2025
Cited
0
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Co-authors
8 total
Jilles Vreeken
CISPA Helmholtz Center for Information Security
Rebekka Burkholz
CISPA Helmholtz Center for Information Security
Michael Kamp
Associate Professor, TU Dortmund; Lamarr Institute; Institute for AI in Medicine
Michael A. Hedderich
Munich University (LMU)
Dietrich Klakow
Saarland University, Saarland Informatics Campus, PharmaScienceHub
Bernt Schiele
Professor, Max Planck Institute for Informatics, Saarland University, Saarland Informatics Campus
Alexander Marx
TU Dortmund
Adam Kortylewski
Research Group Leader, University of Freiburg and Max Planck Institute for Informatics
