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Author

Reduan Achtibat

Observed names: Achtibat, Reduan, R. Achtibat
ORCID: 0009-0008-0052-3836
Observed ORCID: 0009-0008-0052-3836
OpenAlex ID: A5019269807
From attribution maps to human-understandable explanations through Concept Relevance Propagation
2023 · Reduan Achtibat, Maximilian Dreyer, et al. · Nature Machine Intelligence · 229
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Towards Trustworthy AI in Dentistry
2022 · J. Ma, L. Schneider, et al. · Journal of Dental Research · 66
AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers
2024 · Achtibat, Reduan, Hatefi, Sayed Mohammad Vakilzadeh, et al. · arXiv (Cornell University) · 63
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Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations
2023 · Maximilian Dreyer, Reduan Achtibat, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 33
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Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations
2024 · Maximilian Dreyer, Reduan Achtibat, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 21
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Pruning by Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers
2025 · Sayed Mohammad Vakilzadeh Hatefi, Maximilian Dreyer, et al. · Lecture notes in computer science · 15
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The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation
2025 · Patrick Kahardipraja, Reduan Achtibat, et al. · neural information processing systems · 12
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Attribution-Guided Pruning for Insight and Control: Circuit Discovery and Targeted Correction in Small-scale LLMs
2025 · Hatefi, Sayed Mohammad Vakilzadeh, Dreyer, Maximilian, et al. · arXiv (Cornell University) · 8
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Explainable Concept Mappings of MRI: Revealing the Mechanisms Underlying Deep Learning-Based Brain Disease Classification
2024 · Christian Tinauer, Anna Damulina, et al. · Communications in computer and information science · 4
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ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers
2026 · Berend, Jim, Achtibat, Reduan, et al. · arXiv (Cornell University)
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Concept-based explanation of gene expression prediction from H&E images
2026 · Muench, Amos, Thielmann, Jonathan, et al. · arXiv (Cornell University)
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Fast & Faithful Function Vectors
2026 · Pham, Minh An, Segeler, Anton, et al. · arXiv (Cornell University)
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Explainable concept mappings underlying deep learning brain disease classification
2024 · Christian Tinauer, Maximilian Sackl, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Works count: 15
Citation count: 453
H-index: 8
I10-index: 7
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