Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks. - Akshay K. Jagadish; Julian Coda-Forno; Mirko Thalmann; Eric Schulz; Marcel Binz (ICML, 2024)

Ecologically rational meta-learned inference explains human category learning. - Akshay K. Jagadish; Julian Coda-Forno; Mirko Thalmann; Eric Schulz; Marcel Binz (CoRR, 2024)

Centaur: a foundation model of human cognition. - Marcel Binz; Elif Akata; Matthias Bethge; Franziska Brändle; Fred Callaway; Julian Coda-Forno; Peter Dayan; Can Demircan; Maria K. Eckstein; Noémi Élteto; Thomas L. Griffiths 001; Susanne Haridi; et al. (CoRR, 2024)

Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences. - Shuchen Wu; Mirko Thalmann; Peter Dayan; Zeynep Akata; Eric Schulz (ICLR, 2025)