Publications

Hidden Monotonicity: Explaining Deep Neural Networks via their DC Decomposition
Jakob Paul Zimmermann and Georg Loho
CVPR 2026
Highlight

Knowledge-Guided Failure Prediction: Detecting When Object Detectors Miss Safety-Critical Objects
Jakob Paul Zimmermann, Gerrit Holzbach, and David Lerch
SAIAD Workshop at CVPR 2026

Induced Turán problem in bipartite graphs
Maria Axenovich and Jakob Zimmermann
Discrete Applied Mathematics, Volume 360, Pages 497–505, January 2025

Preprints

Playing the Network Backward: A Game Theoretic Attribution Framework
Jakob Paul Zimmermann, Jim Berend, Georg Loho, Sebastian Lapuschkin, and Wojciech Samek
arXiv:2605.06212, May 2026

Bipartite Turán problem on cographs
Jakob Zimmermann
arXiv:2601.07406, January 2025