Mert Keser

According to our database, Mert Keser authored at least 10 papers between 2021 and 2026.

Collaborative distances:

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

2026

Explaining, Verifying, and Aligning Semantic Hierarchies in Vision-Language Model Embeddings.

Gesina Schwalbe, Mert Keser, Moritz Bayerkuhnlein, Edgar Heinert, Annika Mütze, Marvin Keller, Sparsh Tiwari, Georgii Mikriukov, Diedrich Wolter, Jae Hee Lee, Matthias Rottmann

CoRR, March, 2026

2025

Integrating Legal and Logical Specifications in Perception, Prediction, and Planning for Automated Driving: A Survey of Methods.

Kumar Manas, Mert Keser, Alois Knoll

CoRR, October, 2025

Benchmarking Vision Foundation Models for Input Monitoring in Autonomous Driving.

Mert Keser, Halil Ibrahim Orhan, Niki Amini-Naieni, Gesina Schwalbe, Alois Knoll, Matthias Rottmann

CoRR, January, 2025

On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs.

Gesina Schwalbe, Georgii Mikriukov, Edgar Heinert, Stavros Gerolymatos, Mert Keser, Alois Knoll, Matthias Rottmann, Annika Mütze

Proceedings of the Explainable Artificial Intelligence, 2025

Subset Selection for Autonomous Driving Datasets via Fine-Tuning Vision Foundation Models.

Mert Keser, Sinan Simsek, Deniz Karacor, Alois Knoll

Proceedings of the IEEE Intelligent Vehicles Symposium, 2025

2024

Unveiling Ontological Commitment in Multi-Modal Foundation Models.

Mert Keser, Gesina Schwalbe, Niki Amini-Naieni, Matthias Rottmann, Alois Knoll

CoRR, 2024

How Could Generative AI Support Compliance with the EU AI Act? A Review for Safe Automated Driving Perception.

Mert Keser, Youssef Shoeb, Alois Knoll

Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2024

2023

Real-Time Explainable Plausibility Verification for DNN-based Automotive Perception.

Mert Keser

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

Interpretable Model-Agnostic Plausibility Verification for 2D Object Detectors Using Domain-Invariant Concept Bottleneck Models.

Mert Keser, Gesina Schwalbe, Azarm Nowzad, Alois Knoll

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain Adaptation.

Mert Keser, Artem Savkin, Federico Tombari

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021