Konstantin Kirchheim
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
7
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CVPR | Out-of-Distribution Detection with Adversarial Outlier Exposure. | Thomas Botschen, Konstantin Kirchheim, Frank Ortmeier |
| 2025 | ICML | Improving Out-of-Distribution Detection with Markov Logic Networks. | Konstantin Kirchheim, Frank Ortmeier |
| 2024 | KI | Out-of-Distribution Detection with Logical Reasoning (Extended Abstract). | Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier |
| 2024 | WACV | Out-of-Distribution Detection with Logical Reasoning. | Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier |
| 2024 | SAFECOMP | Language Models as Reasoners for Out-of-Distribution Detection. | Konstantin Kirchheim, Frank Ortmeier |
| 2024 | SAFECOMP | Continuous Development and Safety Assurance Pipeline for ML-Based Systems in the Railway Domain. | Marc Zeller, Thomas Waschulzik, Carmen Crlan, Marat Serahlazau, Claus Bahlmann, Zhiliang Wu, Sigurd Spieckermann, Denis Krompass, Simon Geerkens, Christian Sieberichs, Konstantin Kirchheim, Batu Kaan zen, Lucia Diez Robles |
| 2023 | INDIN | Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. | Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier |
| 2023 | SAFECOMP | Towards Deep Anomaly Detection with Structured Knowledge Representations. | Konstantin Kirchheim |
| 2023 | SAFECOMP | Evaluating and Increasing Segmentation Robustness in CARLA. | Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Frank Ortmeier |
| 2022 | CVPR | PyTorch-OOD: A Library for Out-of-Distribution Detection based on PyTorch. | Konstantin Kirchheim, Marco Filax, Frank Ortmeier |
| 2022 | ICPR | Multi-Class Hypersphere Anomaly Detection. | Konstantin Kirchheim, Marco Filax, Frank Ortmeier |
| 2019 | INDIN | Supporting the Data Model Integrator in an Engineering Network by Automating Data Integration. | Arndt Lder, Konstantin Kirchheim, Johanna-Lisa Pauly, Stefan Biffl, Felix Rinker, Laura Waltersdorfer |