Scholar

Wojciech Samek

Google Scholar ID: 7aQwO08AAAAJ

Professor at TU Berlin, Head of AI Department at Fraunhofer HHI, BIFOLD Fellow

Deep LearningInterpretabilityExplainable AITrustworthy AIFederated Learning

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Citations & Impact

All-time

Citations

42,166

H-index

69

i10-index

164

Publications

20

Co-authors

18

list available

Contact

No contact links provided.

Publications

58 items

ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers

2026

Cited

0

Safety Signals to Verify NetOps Agents with Action-Level Granularity

2026

Cited

0

Modelpedia: A Catalog of Model Findings for the Meta-Science of AI

2026

Cited

0

Uncertainty-Aware End-to-End AI Weather Forecasting: Disentangling Observation and Model Contributions

2026

Cited

0

ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditing

2026

Cited

0

A Privacy Study of Sparse Collaborative Inference

2026

Cited

0

Concept-based explanation of gene expression prediction from H&E images

2026

Cited

0

Beyond Boundary Noise: Aggregated Aleatoric Uncertainty Fails to Capture Presence Ambiguity in 3D Lung Nodule Segmentation

2026

Cited

0

Resume (English only)

Co-authors

18 total

Klaus-Robert Müller

TU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, Germany

Sebastian Lapuschkin

Head of Explainable AI, Fraunhofer Heinrich Hertz Institute

Grégoire Montavon

Professor, Charité / BIFOLD

Alexander Binder

Professor, ScaDS.AI and Faculty of Math and Computer Science, Uni Leipzig, Germany

Professor, TU Berlin and Fraunhofer HHI, Berlin, Germany

Sebastian Bosse

Head of Interactive & Cognitive Systems, Fraunhofer HHI, Germany

Motoaki Kawanabe

Senior Researcher, Advanced Telecommunications Research Institute International

Nils Strodthoff

Professor for eHealth/AI4Health, Oldenburg University, Germany