Penzel, Niklas

5 publications

ICLR 2025 CausalRivers - Scaling up Benchmarking of Causal Discovery for Real-World Time-Series Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, Joachim Denzler

ICML 2025 FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks Laines Schmalwasser, Niklas Penzel, Joachim Denzler, Julia Niebling

ICCVW 2023 Analyzing the Behavior of Cauliflower Harvest-Readiness Models by Investigating Feature Relevances Niklas Penzel, Jana Kierdorf, Ribana Roscher, Joachim Denzler

ECCVW 2022 Investigating Neural Network Training on a Feature Level Using Conditional Independence Niklas Penzel, Christian Reimers, Paul Bodesheim, Joachim Denzler

CVPRW 2021 Conditional Dependence Tests Reveal the Usage of ABCD Rule Features and Bias Variables in Automatic Skin Lesion Classification Christian Reimers, Niklas Penzel, Paul Bodesheim, Jakob Runge, Joachim Denzler