Hidden Monotonicity: Explaining Deep Neural Networks via their DC Decomposition. - Jakob Paul Zimmermann; Georg Loho (CoRR, 2026)

Knowledge-Guided Failure Prediction: Detecting When Object Detectors Miss Safety-Critical Objects. - Jakob Paul Zimmermann; Gerrit Holzbach; David Lerch (CoRR, 2026)

Playing the network backward: A Game Theoretic Attribution Framework. - Jakob Paul Zimmermann; Jim Berend; Georg Loho; Sebastian Lapuschkin; Wojciech Samek (CoRR, 2026)