Christian Hellert

According to our database, Christian Hellert authored at least 13 papers between 2011 and 2025.

Collaborative distances:

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

2025

Cross-View Cross-Modal Unsupervised Domain Adaptation for Driver Monitoring System.

Aditi Bhalla, Christian Hellert, Enkelejda Kasneci

CoRR, November, 2025

TRUCE-AV: A Multimodal Dataset for Trust and Comfort Estimation in Autonomous Vehicles.

Aditi Bhalla, Christian Hellert, Enkelejda Kasneci, Nastassja Becker

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

CoLa-DCE - Concept-guided Latent Diffusion Counterfactual Explanations.

Franz Motzkus, Christian Hellert, Ute Schmid

CoRR, 2024

Locally Testing Model Detections for Semantic Global Concepts.

Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid

Proceedings of the Explainable Artificial Intelligence, 2024

2023

GCPV: Guided Concept Projection Vectors for the Explainable Inspection of CNN Feature Spaces.

Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade

CoRR, 2023

Quantified Semantic Comparison of Convolutional Neural Networks.

Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade

CoRR, 2023

Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability.

Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade

Proceedings of the Explainable Artificial Intelligence, 2023

Revealing Similar Semantics Inside CNNs: An Interpretable Concept-Based Comparison of Feature Spaces.

Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

2022

Artificial Intelligence Methods in In-Cabin Use Cases: A Survey.

Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci

IEEE Intell. Transp. Syst. Mag., 2022

Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey.

Julian Wörmann, Daniel Bogdoll, Etienne Bührle, Han Chen, Evaristus Fuh Chuo, Kostadin Cvejoski, Ludger van Elst, Tobias Gleißner, Philip Gottschall, Stefan Griesche, Christian Hellert, Christian Hesels, Sebastian Houben, Tim Joseph, Niklas Keil, Johann Kelsch, Hendrik Königshof, Erwin Kraft, Leonie Kreuser, Kevin Krone, Tobias Latka, Denny Mattern, Stefan Matthes, Mohsin Munir, Moritz Nekolla, Adrian Paschke, Maximilian Alexander Pintz, Tianming Qiu, Faraz Qureishi, Syed Tahseen Raza Rizvi, Jörg Reichardt, Laura von Rüden, Stefan Rudolph, Alexander Sagel, Gerhard Schunk, Hao Shen, Hendrik Stapelbroek, Vera Stehr, Gurucharan Srinivas, Anh Tuan Tran, Abhishek Vivekanandan, Ya Wang, Florian Wasserrab, Tino Werner, Christian Wirth, Stefan Zwicklbauer

CoRR, 2022

2019

Algorithmenauswahl für den adaptiven Sensoreinsatz an Bord unbemannter Luftfahrzeuge.

Christian Hellert

PhD thesis, 2019

Using Algorithm Selection for Adaptive Vehicle Perception Aboard UAV.

Christian Hellert, Simon Koch, Peter Stütz

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2011

Gpu architecture for stationary multisensor pedestrian detection at smart intersections.

Daniel Weimer, Sebastian Köhler, Christian Hellert, Konrad Doll, Ulrich Brunsmann, Roland Krzikalla

Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011