Konstantin Kirchheim

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Anomaly Detection

Schema Mappings

Top Venues

SAFECOMP Workshops

Publications

Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier
Out-of-Distribution Detection with Logical Reasoning. WACV (2024)
Konstantin Kirchheim
Towards Deep Anomaly Detection with Structured Knowledge Representations. SAFECOMP Workshops (2023)
Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Frank Ortmeier
Evaluating and Increasing Segmentation Robustness in CARLA. SAFECOMP Workshops (2023)
Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Kr Chandrika, Deepti Maduskar, Frank Ortmeier
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. INDIN (2023)
Konstantin Kirchheim, Marco Filax, Frank Ortmeier
On Challenging Aspects of Reproducibility in Deep Anomaly Detection. RRPR (2022)
Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier
Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection. CoRR (2022)
Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Sayan Mukhopadhaya, Frank Ortmeier
Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2. CoRR (2022)
Konstantin Kirchheim, Marco Filax, Frank Ortmeier
PyTorch-OOD: A Library for Out-of-Distribution Detection based on PyTorch. CVPR Workshops (2022)
Konstantin Kirchheim, Marco Filax, Frank Ortmeier
Multi-Class Hypersphere Anomaly Detection. ICPR (2022)
Arndt Lüder, Johanna-Lisa Pauly, Konstantin Kirchheim
Multi-disciplinary Engineering of Production Systems - Challenges for Quality of Control Software. SWQD (2019)
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)
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) (2018)
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)