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Sebastian Lapuschkin
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Sebastian Lapuschkin17 visible / 17 total nodes / 56 links

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Related contextWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipSebastian LapuschkinASebastian LapuschkinResearcherPlaying the network backward: A Game Theoretic Attribution FrameworkWPlaying the network bac...preprint / 2026Jakob Paul ZimmermannAJakob Paul ZimmermannResearcherWojciech SamekAWojciech SamekResearcherJim BerendAJim BerendResearcherGeorg LohoAGeorg LohoResearcherMachine LearningTMachine Learning49008 worksComputer VisionTComputer Vision30606 worksBeyond Explaining: Opportunities and Challenges of XAI-Based Model ImprovementWBeyond Explaining: Oppo...preprint / 2022Measurably Stronger Explanation Reliability via Model CanonizationWMeasurably Stronger Exp...preprint / 2022On the Explanation of Machine Learning Predictions in Clinical Gait AnalysisWOn the Explanation of M...preprint / 2020Explaining Deep Neural Networks and Beyond: A Review of Methods and ApplicationsWExplaining Deep Neural ...preprint / 2021Resolving challenges in deep learning-based analyses of histopathological images using explanation methodsWResolving challenges in...preprint / 2020Interpreting the Predictions of Complex ML Models by Layer-wise Relevance PropagationWInterpreting the Predic...preprint / 2016Towards Best Practice in Explaining Neural Network Decisions with LRPWTowards Best Practice i...preprint / 2020From Attribution Maps to Human-Understandable Explanations through Concept Relevance PropagationWFrom Attribution Maps t...preprint / 2024Explain to Not Forget: Defending Against Catastrophic Forgetting with XAIWExplain to Not Forget: ...preprint / 2022
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Sebastian Lapuschkin

Researcher

PaperPlaying the network backward: A Game Theoretic Attribution FrameworkAuthorship / preprint / 2026PersonJakob Paul ZimmermannCo-authorship / ResearcherPersonWojciech SamekCo-authorship / ResearcherPersonJim BerendCo-authorship / ResearcherPersonGeorg LohoCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksTopicComputer VisionWorks on / 30606 worksPaperBeyond Explaining: Opportunities and Challenges of XAI-Based Model ImprovementAuthorship / preprint / 2022

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