Christian Hellert

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 10

Top Venues

CoRR

xAI (2)

AVSS

IEEE Intell. Transp. Syst. Mag.

Bundeswehr University Munich, Neubiberg (Munich), Germany (PHD)

Education History

Bundeswehr University Munich, Neubiberg (Munich), Germany

PHD

Publications

Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid
Locally Testing Model Detections for Semantic Global Concepts. CoRR (2024)
Franz Motzkus, Christian Hellert, Ute Schmid
CoLa-DCE - Concept-guided Latent Diffusion Counterfactual Explanations. CoRR (2024)
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability. CoRR (2023)
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability. xAI (2) (2023)
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
Quantified Semantic Comparison of Convolutional Neural Networks. CoRR (2023)
Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade
GCPV: Guided Concept Projection Vectors for the Explainable Inspection of CNN Feature Spaces. CoRR (2023)
Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey. IEEE Intell. Transp. Syst. Mag. 14 (3) (2022)
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
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey. CoRR (2022)
Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey. CoRR (2021)
Christian Hellert, Simon Koch, Peter Stütz
Using Algorithm Selection for Adaptive Vehicle Perception Aboard UAV. AVSS (2019)
Daniel Weimer, Sebastian Köhler, Christian Hellert, Konrad Doll, Ulrich Brunsmann, Roland Krzikalla
Gpu architecture for stationary multisensor pedestrian detection at smart intersections. Intelligent Vehicles Symposium (2011)

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Publication Activity (10 Years)

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Christian Hellert