Concepedia
3
Publications
167
Citations
H-Index
2023
Active since
Affiliations
Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute(Current)
Technische Universität Berlin
Maximilian Dreyer is an author at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute.
Publications per year
2023–2024
From attribution maps to human-understandable explanations through Concept Relevance Propagation
Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun et al. · Nature Machine Intelligence · 2023 · 135 citations · Full text
Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations
Maximilian Dreyer, Reduan Achtibat, Thomas Wiegand et al. · 2023 · 20 citations
Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations
Maximilian Dreyer, Reduan Achtibat, Wojciech Samek et al. · 2024 · 12 citations
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