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cs.NE2026
Symbolic Discovery of Stochastic Differential Equations with Genetic Programming
Sigur de Vries, Sander W. Keemink, Marcel A. J. van Gerven
Automated scientific discovery aims to improve scientific understanding through machine learning. A central approach in this field is symbolic regression, which uses genetic progra…
cs.SD2026
GRAM: Spatial general-purpose audio representations for real-world environments
Goksenin Yuksel, Marcel van Gerven, Kiki van der Heijden
Audio foundation models learn general-purpose audio representations that facilitate a wide range of downstream tasks. While the performance of these models has greatly increased fo…