Kirchheim, Konstantin

5 publications

ICML 2025 Improving Out-of-Distribution Detection with Markov Logic Networks Konstantin Kirchheim, Frank Ortmeier

CVPRW 2025 Out-of-Distribution Detection with Adversarial Outlier Exposure Thomas Botschen, Konstantin Kirchheim, Frank Ortmeier

WACV 2024 Out-of-Distribution Detection with Logical Reasoning Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier

NeurIPSW 2022 On Outlier Exposure with Generative Models Konstantin Kirchheim, Frank Ortmeier

CVPRW 2022 PyTorch-OOD: A Library for Out-of-Distribution Detection Based on PyTorch Konstantin Kirchheim, Marco Filax, Frank Ortmeier