Sebastian Lapuschkin

Identifiers

• name variant Sebastian Lapuschkin 0.60 · backfill

Papers (15)

1. Fast & Faithful Function Vectors cs.CL · 2026 · author #5
2. Playing the network backward: A Game Theoretic Attribution Framework cs.LG · 2026 · author #4
3. Contrastive Semantic Projection: Faithful Neuron Labeling with Contrastive Examples cs.CV · 2026 · author #4
4. From Weights to Activations: Is Steering the Next Frontier of Adaptation? cs.CL · 2026 · author #5
5. From Attribution to Action: A Human-Centered Application of Activation Steering cs.AI · 2026 · author #5
6. X-SYS: A Reference Architecture for Interactive Explanation Systems cs.AI · 2026 · author #8
7. Atlas-Alignment: Making Interpretability Transferable Across Language Models cs.LG · 2025 · author #3
8. Attribution-Guided Pruning for Insight and Control: Circuit Discovery and Targeted Correction in Small-scale LLMs cs.LG · 2025 · author #8
9. FADE: Why Bad Descriptions Happen to Good Features cs.LG · 2025 · author #7
10. PINNfluence: Interpreting PINNs through Influence Functions cs.LG · 2024 · author #6
11. Unmasking Clever Hans Predictors and Assessing What Machines Really Learn cs.AI · 2019 · author #1
12. Explaining the Unique Nature of Individual Gait Patterns with Deep Learning cs.LG · 2018 · author #2
13. iNNvestigate neural networks! cs.LG · 2018 · author #2
14. Understanding and Comparing Deep Neural Networks for Age and Gender Classification stat.ML · 2017 · author #1
15. Interpreting the Predictions of Complex ML Models by Layer-wise Relevance Propagation stat.ML · 2016 · author #4

Mentions

• 2606.05079 #5 · arxiv_oai · confidence 0.70 Sebastian Lapuschkin
• 2409.08958 #6 · arxiv_oai · confidence 0.70 Sebastian Lapuschkin
• 2604.11467 #5 · arxiv_oai · confidence 0.70 Sebastian Lapuschkin

Frequent Coauthors

• Wojciech Samek 15 shared papers
• Klaus-Robert M\"uller 5 shared papers
• Alexander Binder 4 shared papers
• Jim Berend 4 shared papers
• Maximilian Dreyer 4 shared papers
• Thomas Wiegand 4 shared papers
• Gr\'egoire Montavon 3 shared papers
• Patrick Kahardipraja 3 shared papers
• Bruno Puri 2 shared papers
• Reduan Achtibat 2 shared papers
• Tobias Labarta 2 shared papers
• Aakriti Jain 1 shared papers
• Aleksander Krasowski 1 shared papers
• Anton Segeler 1 shared papers
• Daniil Gurgurov 1 shared papers
• Elena Golimblevskaia 1 shared papers
• Fabian Horst 1 shared papers
• Galip \"U. Yolcu 1 shared papers
• Georg Loho 1 shared papers
• Jackie Ma 1 shared papers