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ORCIDKonstantin Kirchheim
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2020 – today
- 2024
[c14]Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier:
Out-of-Distribution Detection with Logical Reasoning (Extended Abstract). KI 2024: 346-349- [c13]Konstantin Kirchheim
, Frank Ortmeier:
Language Models as Reasoners for Out-of-Distribution Detection. SAFECOMP (Workshops) 2024: 379-390 - [c12]Marc Zeller, Thomas Waschulzik, Carmen Carlan, Marat Serahlazau, Claus Bahlmann, Zhiliang Wu, Sigurd Spieckermann, Denis Krompass, Simon Geerkens, Christian Sieberichs, Konstantin Kirchheim, Batu Kaan Özen, Lucia Diez Robles:
Continuous Development and Safety Assurance Pipeline for ML-Based Systems in the Railway Domain. SAFECOMP (Workshops) 2024: 446-459 - [c11]Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier:
Out-of-Distribution Detection with Logical Reasoning. WACV 2024: 2111-2120 - 2023
- [c10]Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier:
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. INDIN 2023: 1-8 - [c9]Konstantin Kirchheim:
Towards Deep Anomaly Detection with Structured Knowledge Representations. SAFECOMP Workshops 2023: 382-389 - [c8]Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Frank Ortmeier:
Evaluating and Increasing Segmentation Robustness in CARLA. SAFECOMP Workshops 2023: 390-396 - 2022
- [c7]Konstantin Kirchheim, Marco Filax, Frank Ortmeier:
PyTorch-OOD: A Library for Out-of-Distribution Detection based on PyTorch. CVPR Workshops 2022: 4350-4359 - [c6]Konstantin Kirchheim, Marco Filax, Frank Ortmeier:
Multi-Class Hypersphere Anomaly Detection. ICPR 2022: 2636-2642 - [c5]Konstantin Kirchheim, Marco Filax, Frank Ortmeier:
On Challenging Aspects of Reproducibility in Deep Anomaly Detection. RRPR 2022: 57-66 - [c4]Bertrand Kerautret, Konstantin Kirchheim, Daniel P. Lopresti, Phuc Ngo, Paulina Tomaszewska:
Promoting Reproducibility of Research Results in International Events (Report from the 4th RRPR). RRPR 2022: 111-123 - [i2]Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier:
Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection. CoRR abs/2203.00382 (2022) - [i1]Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Sayan Mukhopadhaya, Frank Ortmeier:
Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2. CoRR abs/2210.07654 (2022)
2010 – 2019
- 2019
- [c3]Arndt Lüder, Konstantin Kirchheim, Johanna-Lisa Pauly, Stefan Biffl, Felix Rinker, Laura Waltersdorfer:
Supporting the Data Model Integrator in an Engineering Network by Automating Data Integration. INDIN 2019: 1229-1234 - [c2]Arndt Lüder, Johanna-Lisa Pauly, Konstantin Kirchheim:
Multi-disciplinary Engineering of Production Systems - Challenges for Quality of Control Software. SWQD 2019: 3-13 - 2018
- [j1]Alexandra Mazak, Arndt Lüder, Sabine Wolny, Manuel Wimmer, Dietmar Winkler, Konstantin Kirchheim, Ronald Rosendahl, Hessamedin Bayanifar, Stefan Biffl:
Model-based generation of run-time data collection systems exploiting AutomationML. Autom. 66(10): 819-833 (2018) - [c1]Ronald Rosendahl, Ambra Calà, Konstantin Kirchheim, Arndt Lüder, Nikolai D'Agostino:
Towards Smart Factory: Multi-Agent Integration on Industrial Standards for Service-oriented Communication and Semantic Data Exchange. WOA 2018: 124-132
Coauthor Index
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