Lena Heidemann

According to our database, Lena Heidemann authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Leveraging Existing Road-Vehicle Standards to Address EU AI Act Compliance.

Shanza Ali Zafar, Jessica Kelly, Lena Heidemann, Núria Mata

Proceedings of the IEEE/ACM International Workshop on Responsible AI Engineering, 2025

2024

Navigating the EU AI Act: A Methodological Approach to Compliance for Safety-critical Products.

Jessica Kelly, Shanza Ali Zafar, Lena Heidemann, João-Vitor Zacchi, D. Espinoza, Núria Mata

CoRR, 2024

Towards Engineered Safe AI with Modular Concept Models.

Lena Heidemann, Iwo Kurzidem, Maureen Monnet, Karsten Roscher, Stephan Günnemann

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Concept Correlation and Its Effects on Concept-Based Models.

Lena Heidemann, Maureen Monnet, Karsten Roscher

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models.

Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2021

Measuring Ensemble Diversity and Its Effects on Model Robustness.

Lena Heidemann, Adrian Schwaiger, Karsten Roscher

Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021