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Wojciech Samek
Wojciech Samek
6
papers
186
total citations
papers (6)
AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers
ICML 2024
arXiv
92
citations
Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations
CVPR 2023
arXiv
32
citations
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology
NEURIPS 2023
arXiv
31
citations
Position: Explain to Question not to Justify
ICML 2024
arXiv
27
citations
The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation
NEURIPS 2025
arXiv
4
citations
FedXDS: Leveraging Model Attribution Methods to counteract Data Heterogeneity in Federated Learning
ICCV 2025
0
citations