Notes on the Symmetries of 2-Layer ReLU-Networks. - Henning Petzka; Martin Trimmel; Cristian Sminchisescu (NLDL, 2020)

TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks. - Martin Trimmel; Henning Petzka; Cristian Sminchisescu (ICLR, 2021)

ERA: Enhanced Rational Activations. - Martin Trimmel; Mihai Zanfir; Richard I. Hartley; Cristian Sminchisescu (ECCV (20), 2022)

Network Parameterisation and Activation Functions in Deep Learning. - Martin Trimmel (2023)