Reduan Achtibat

Orcid: 0009-0008-0052-3836

According to our database1, Reduan Achtibat authored at least 7 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

2022
2023
2024
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1
2
3
4
5
1
1
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3
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers.
CoRR, 2024

Explainable Concept Mappings of MRI: Revealing the Mechanisms Underlying Deep Learning-Based Brain Disease Classification.
Proceedings of the Explainable Artificial Intelligence, 2024

AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
From attribution maps to human-understandable explanations through Concept Relevance Propagation.
Nat. Mac. Intell., September, 2023

Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
From "Where" to "What": Towards Human-Understandable Explanations through Concept Relevance Propagation.
CoRR, 2022


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