Mert Keser

12 papers A 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explaining, Verifying, and Aligning Semantic Hierarchies in Vision-Language Model Embeddings.
CoRR
Gesina Schwalbe, Mert Keser, Moritz Bayerkuhnlein, Edgar Heinert, Annika Mütze, Marvin Keller, Sparsh Tiwari, Georgii Mikriukov, Diedrich Wolter, Jae Hee Lee, Matthias Rottmann
2025 J jnl
Benchmarking Vision Foundation Models for Input Monitoring in Autonomous Driving.
CoRR
Mert Keser, Halil Ibrahim Orhan, Niki Amini-Naieni, Gesina Schwalbe, Alois Knoll, Matthias Rottmann
2025 J jnl
Integrating Legal and Logical Specifications in Perception, Prediction, and Planning for Automated Driving: A Survey of Methods.
CoRR
Kumar Manas, Mert Keser, Alois Knoll
2025 — conf
On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs.
xAI (4)
Gesina Schwalbe, Georgii Mikriukov, Edgar Heinert, Stavros Gerolymatos, Mert Keser, Alois Knoll, Matthias Rottmann, Annika Mütze
2025 J jnl
On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs.
CoRR
Gesina Schwalbe, Georgii Mikriukov, Edgar Heinert, Stavros Gerolymatos, Mert Keser, Alois Knoll, Matthias Rottmann, Annika Mütze
2024 — conf
How Could Generative AI Support Compliance with the EU AI Act? A Review for Safe Automated Driving Perception.
ICVES
Mert Keser, Youssef Shoeb, Alois Knoll
2024 J jnl
How Could Generative AI Support Compliance with the EU AI Act? A Review for Safe Automated Driving Perception.
CoRR
Mert Keser, Youssef Shoeb, Alois Knoll
2024 J jnl
Unveiling Ontological Commitment in Multi-Modal Foundation Models.
CoRR
Mert Keser, Gesina Schwalbe, Niki Amini-Naieni, Matthias Rottmann, Alois Knoll
2023 — conf
Interpretable Model-Agnostic Plausibility Verification for 2D Object Detectors Using Domain-Invariant Concept Bottleneck Models.
CVPR Workshops
Mert Keser, Gesina Schwalbe, Azarm Nowzad, Alois Knoll
2023 — conf
Real-Time Explainable Plausibility Verification for DNN-based Automotive Perception.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Mert Keser
2021 A conf
Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain Adaptation.
IROS
Mert Keser, Artem Savkin, Federico Tombari
2021 J jnl
Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain Adaptation.
CoRR
Mert Keser, Artem Savkin, Federico Tombari