Christian Hellert

17 papers A 1B 2Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cross-View Cross-Modal Unsupervised Domain Adaptation for Driver Monitoring System.
CoRR
Aditi Bhalla, Christian Hellert, Enkelejda Kasneci
2025 A conf
TRUCE-AV: A Multimodal Dataset for Trust and Comfort Estimation in Autonomous Vehicles.
ECAI
Aditi Bhalla, Christian Hellert, Enkelejda Kasneci, Nastassja Becker
2025 J jnl
TRUCE-AV: A Multimodal dataset for Trust and Comfort Estimation in Autonomous Vehicles.
CoRR
Aditi Bhalla, Christian Hellert, Enkelejda Kasneci, Nastassja Becker
2024 J jnl
CoLa-DCE - Concept-guided Latent Diffusion Counterfactual Explanations.
CoRR
Franz Motzkus, Christian Hellert, Ute Schmid
2024 — conf
Locally Testing Model Detections for Semantic Global Concepts.
xAI (1)
Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid
2024 J jnl
Locally Testing Model Detections for Semantic Global Concepts.
CoRR
Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid
2023 — conf
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability.
xAI (2)
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2023 J jnl
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability.
CoRR
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2023 J jnl
GCPV: Guided Concept Projection Vectors for the Explainable Inspection of CNN Feature Spaces.
CoRR
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2023 J jnl
Quantified Semantic Comparison of Convolutional Neural Networks.
CoRR
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2023 — conf
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-Based Comparison of Feature Spaces.
PKDD/ECML Workshops (1)
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
2022 J jnl
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey.
IEEE Intell. Transp. Syst. Mag.
Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci
2022 J jnl
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey.
CoRR
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
2021 J jnl
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey.
CoRR
Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci
2019 — —
Algorithmenauswahl für den adaptiven Sensoreinsatz an Bord unbemannter Luftfahrzeuge.
Christian Hellert
2019 B conf
Using Algorithm Selection for Adaptive Vehicle Perception Aboard UAV.
AVSS
Christian Hellert, Simon Koch, Peter Stütz
2011 B conf
Gpu architecture for stationary multisensor pedestrian detection at smart intersections.
Intelligent Vehicles Symposium
Daniel Weimer, Sebastian Köhler, Christian Hellert, Konrad Doll, Ulrich Brunsmann, Roland Krzikalla