Reduan Achtibat

According to our database, Reduan Achtibat authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

AttnLRP: Attention-Aware Layer-wise Relevance Propagation for Transformers.

Reduan Achtibat, Sayed Mohammad Vakilzadeh Hatefi, Maximilian Dreyer, Aakriti Jain, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek

CoRR, 2024

2023

From attribution maps to human-understandable explanations through Concept Relevance Propagation.

Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun, Sebastian Bosse, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

Nat. Mac. Intell., September, 2023

Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations.

Maximilian Dreyer, Reduan Achtibat, Wojciech Samek, Sebastian Lapuschkin

CoRR, 2023

Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations.

Maximilian Dreyer, Reduan Achtibat, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

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.

Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun, Sebastian Bosse, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

CoRR, 2022