Achtibat, Reduan

5 publications

NeurIPS 2025 The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation Patrick Kahardipraja, Reduan Achtibat, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

ICML 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

ECCVW 2024 Pruning by Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers Sayed Mohammad Vakilzadeh Hatefi, Maximilian Dreyer, Reduan Achtibat, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

CVPRW 2024 Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-Based Explanations Maximilian Dreyer, Reduan Achtibat, Wojciech Samek, Sebastian Lapuschkin

CVPRW 2023 Revealing Hidden Context Bias in Segmentation and Object Detection Through Concept-Specific Explanations Maximilian Dreyer, Reduan Achtibat, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin