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Sebastian Lapuschkin

Researcher Next ID · RN-000585

Professor · Computer Science

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

Berlin, Germany

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Not currently recruitingFunding unknown
Works count
132
Citation count
7,921
H-index
26
i10-index
40

About

132 publications and 7,920 citations recorded on OpenAlex.

Research interests

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

Publications

  • Unmasking Clever Hans predictors and assessing what machines really learn

    RePEc: Research Papers in Economics ·

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

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

  • Layer-Wise Relevance Propagation: An Overview

    Lecture notes in computer science · 2019 · 10.1007/978-3-030-28954-6_10

  • Explaining nonlinear classification decisions with deep Taylor decomposition

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

  • Evaluating the Visualization of What a Deep Neural Network Has Learned

    IEEE Transactions on Neural Networks and Learning Systems · 2016 · 10.1109/tnnls.2016.2599820

Current projects

    No projects listed.