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@maxdreyer
maxdreyer
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Maximilian Dreyer maxdreyer

PhD student@Fraunhofer HHI in Berlin

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    1. Reveal2ReviseReveal2RevisePublic

      Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.

      Python 19

    2. L-CRPL-CRPPublic

      Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.

      Python 14 3

    3. crp-human-studycrp-human-studyPublic

      Repository with files and scripts for the human study of the CRP (Concept-Relevance-Propagation) paper

      Python 7

    4. pcxpcxPublic

      Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.

      Jupyter Notebook 13 1

    5. PUREPUREPublic

      Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Workshop (spotlight)

      Jupyter Notebook 14 1


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