Konstantin Kirchheim

20 papers A* 1A 1B 1C 2Misc 1Journal 4Unranked 10
YearRankTypeTitle / Venue / Authors
2025 A* conf
Improving Out-of-Distribution Detection with Markov Logic Networks.
ICML
Konstantin Kirchheim, Frank Ortmeier
2025 J jnl
Improving Out-of-Distribution Detection with Markov Logic Networks.
CoRR
Konstantin Kirchheim, Frank Ortmeier
2025 — conf
Out-of-Distribution Detection with Adversarial Outlier Exposure.
CVPR Workshops
Thomas Botschen, Konstantin Kirchheim, Frank Ortmeier
2024 — conf
Continuous Development and Safety Assurance Pipeline for ML-Based Systems in the Railway Domain.
SAFECOMP (Workshops)
Marc Zeller, Thomas Waschulzik, Carmen Cârlan, Marat Serahlazau, Claus Bahlmann, Zhiliang Wu, Sigurd Spieckermann, Denis Krompass, Simon Geerkens, Christian Sieberichs, Konstantin Kirchheim, Batu Kaan Özen, Lucia Diez Robles
2024 — conf
Language Models as Reasoners for Out-of-Distribution Detection.
SAFECOMP (Workshops)
Konstantin Kirchheim, Frank Ortmeier
2024 Misc conf
Out-of-Distribution Detection with Logical Reasoning (Extended Abstract).
KI
Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier
2024 A conf
Out-of-Distribution Detection with Logical Reasoning.
WACV
Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier
2023 — conf
Evaluating and Increasing Segmentation Robustness in CARLA.
SAFECOMP Workshops
Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Frank Ortmeier
2023 C conf
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data.
INDIN
Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier
2023 — conf
Towards Deep Anomaly Detection with Structured Knowledge Representations.
SAFECOMP Workshops
Konstantin Kirchheim
2022 J jnl
Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection.
CoRR
Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier
2022 B conf
Multi-Class Hypersphere Anomaly Detection.
ICPR
Konstantin Kirchheim, Marco Filax, Frank Ortmeier
2022 — conf
On Challenging Aspects of Reproducibility in Deep Anomaly Detection.
RRPR
Konstantin Kirchheim, Marco Filax, Frank Ortmeier
2022 — conf
Promoting Reproducibility of Research Results in International Events (Report from the 4
RRPR
Bertrand Kerautret, Konstantin Kirchheim, Daniel P. Lopresti, Phuc Ngo, Paulina Tomaszewska
2022 — conf
PyTorch-OOD: A Library for Out-of-Distribution Detection based on PyTorch.
CVPR Workshops
Konstantin Kirchheim, Marco Filax, Frank Ortmeier
2022 J jnl
Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2.
CoRR
Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Sayan Mukhopadhaya, Frank Ortmeier
2019 — conf
Multi-disciplinary Engineering of Production Systems - Challenges for Quality of Control Software.
SWQD
Arndt Lüder, Johanna-Lisa Pauly, Konstantin Kirchheim
2019 C conf
Supporting the Data Model Integrator in an Engineering Network by Automating Data Integration.
INDIN
Arndt Lüder, Konstantin Kirchheim, Johanna-Lisa Pauly, Stefan Biffl, Felix Rinker, Laura Waltersdorfer
2018 J jnl
Model-based generation of run-time data collection systems exploiting AutomationML.
Autom.
Alexandra Mazak, Arndt Lüder, Sabine Wolny, Manuel Wimmer, Dietmar Winkler, Konstantin Kirchheim, Ronald Rosendahl, Hessamedin Bayanifar, Stefan Biffl
2018 — conf
Towards Smart Factory: Multi-Agent Integration on Industrial Standards for Service-oriented Communication and Semantic Data Exchange.
WOA
Ronald Rosendahl, Ambra Calà, Konstantin Kirchheim, Arndt Lüder, Nikolai D'Agostino