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Wojciech Samek

Researcher Next ID · RN-000137

Professor · Computer Science

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

Berlin, Germany

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Not currently recruitingFunding unknown
Works count
353
Citation count
25,908
H-index
53
i10-index
141

About

353 publications and 25,903 citations recorded on OpenAlex.

Research interests

Computer Science
Explainable Artificial Intelligence (XAI)
Adversarial Robustness in Machine Learning
Advanced Neural Network Applications
Anomaly Detection Techniques and Applications
Domain Adaptation and Few-Shot Learning

Publications

  • Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications

    Proceedings of the IEEE · 2021 · 10.1109/jproc.2021.3060483

  • Artificial Intelligence in Dentistry: Chances and Challenges

    Journal of Dental Research · 2020 · 10.1177/0022034520915714

  • Methods for interpreting and understanding deep neural networks

    Digital Signal Processing · 2017 · 10.1016/j.dsp.2017.10.011

  • Explaining nonlinear classification decisions with deep Taylor decomposition

    Pattern Recognition · 2016 · 10.1016/j.patcog.2016.11.008

  • On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

    PLoS ONE · 2015 · 10.1371/journal.pone.0130140

Current projects

    No projects listed.