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2020 – today
- 2024
[c4]Franz Motzkus
, Georgii Mikriukov, Christian Hellert, Ute Schmid:
Locally Testing Model Detections for Semantic Global Concepts. xAI (1) 2024: 137-159- [i7]Franz Motzkus, Georgii Mikriukov, Christian Hellert, Ute Schmid:
Locally Testing Model Detections for Semantic Global Concepts. CoRR abs/2405.17523 (2024) - [i6]Franz Motzkus, Christian Hellert, Ute Schmid:
CoLa-DCE - Concept-guided Latent Diffusion Counterfactual Explanations. CoRR abs/2406.01649 (2024) - 2023
- [c3]Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade:
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability. xAI (2) 2023: 499-524 - [i5]Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade:
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability. CoRR abs/2304.14864 (2023) - [i4]Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade:
Quantified Semantic Comparison of Convolutional Neural Networks. CoRR abs/2305.07663 (2023) - [i3]Georgii Mikriukov, Gesina Schwalbe, Christian Hellert, Korinna Bade:
GCPV: Guided Concept Projection Vectors for the Explainable Inspection of CNN Feature Spaces. CoRR abs/2311.14435 (2023) - 2022
- [j1]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): 132-145 (2022) - [i2]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 abs/2205.04712 (2022) - 2021
- [i1]Yao Rong, Chao Han, Christian Hellert, Antje Loyal, Enkelejda Kasneci:
Artificial Intelligence Methods in In-Cabin Use Cases: A Survey. CoRR abs/2101.02082 (2021)
2010 – 2019
- 2019
- [b1]Christian Hellert:
Algorithmenauswahl für den adaptiven Sensoreinsatz an Bord unbemannter Luftfahrzeuge. Bundeswehr University Munich, Neubiberg (Munich), Germany, 2019 - [c2]Christian Hellert, Simon Koch, Peter Stütz:
Using Algorithm Selection for Adaptive Vehicle Perception Aboard UAV. AVSS 2019: 1-8 - 2011
- [c1]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: 89-94
Coauthor Index
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