Decision-Making with Naturalistic Options. - Can Demircan; Leonardo Pettini; Tankred Saanum; Marcel Binz; Blazej M. Baczkowski; Christian F. Doeller; Mona M. Garvert; Eric Schulz (CogSci, 2022)

Language Aligned Visual Representations Predict Human Behavior in Naturalistic Learning Tasks. - Can Demircan; Tankred Saanum; Leonardo Pettini; Marcel Binz; Blazej M. Baczkowski; Paula Kaanders; Christian F. Doeller; Mona M. Garvert; Eric Schulz (CoRR, 2023)

Evaluating alignment between humans and neural network representations in image-based learning tasks. - Can Demircan; Tankred Saanum; Leonardo Pettini; Marcel Binz; Blazej M. Baczkowski; Christian F. Doeller; Mona M. Garvert; Eric Schulz (NeurIPS, 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)

Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models. - Can Demircan; Tankred Saanum; Akshay Kumar Jagadish; Marcel Binz; Eric Schulz (ICLR, 2025)