Tankred Saanum

16 papers A* 4B 2Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A circuit for predicting hierarchical structure in-context in Large Language Models. CoRR Tankred Saanum, Can Demircan, Samuel J. Gershman, Eric Schulz
2025	J	`jnl`	A foundation model to predict and capture human cognition. Nat. 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, Susanne Haridi, Akshay K. Jagadish, Ji-An Li, Alexander Kipnis, Sreejan Kumar, Tobias Ludwig, Marvin Mathony, Marcelo G. Mattar, Alireza Modirshanechi, Surabhi S. Nath, Joshua C. Peterson, Milena Rmus, Evan M. Russek, Tankred Saanum, Johannes A. Schubert, Luca M. Schulze Buschoff, Nishad Singhi, Xin Sui, Mirko Thalmann, Fabian J. Theis, Vuong Truong, Vishaal Udandarao, Konstantinos Voudouris, Robert C. Wilson, Kristin Witte, Shuchen Wu, Dirk U. Wulff, Huadong Xiong, Eric Schulz
2025	J	`jnl`	Reference-Free Rating of LLM Responses via Latent Information. CoRR Leander Girrbach, Chi-Ping Su, Tankred Saanum, Richard Socher, Eric Schulz, Zeynep Akata
2025	A*	`conf`	Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models. ICLR Can Demircan, Tankred Saanum, Akshay Kumar Jagadish, Marcel Binz, Eric Schulz
2024	J	`jnl`	Centaur: a foundation model of human cognition. CoRR 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, Susanne Haridi, Akshay K. Jagadish, Ji-An Li, Alexander Kipnis, Sreejan Kumar, Tobias Ludwig, Marvin Mathony, Marcelo G. Mattar, Alireza Modirshanechi, Surabhi S. Nath, Joshua C. Peterson, Milena Rmus, Evan M. Russek, Tankred Saanum, Natalia Scharfenberg, Johannes A. Schubert, Luca M. Schulze Buschoff, Nishad Singhi, Xin Sui, Mirko Thalmann, Fabian J. Theis, Vuong Truong, Vishaal Udandarao, Konstantinos Voudouris, Robert C. Wilson, Kristin Witte, Shuchen Wu, Dirk U. Wulff, Huadong Xiong, Eric Schulz
2024	A*	`conf`	Evaluating alignment between humans and neural network representations in image-based learning tasks. NeurIPS Can Demircan, Tankred Saanum, Leonardo Pettini, Marcel Binz, Blazej M. Baczkowski, Christian F. Doeller, Mona M. Garvert, Eric Schulz
2024	J	`jnl`	Next state prediction gives rise to entangled, yet compositional representations of objects. CoRR Tankred Saanum, Luca M. Schulze Buschoff, Peter Dayan, Eric Schulz
2024	J	`jnl`	Predicting the Future with Simple World Models. CoRR Tankred Saanum, Peter Dayan, Eric Schulz
2024	A*	`conf`	Simplifying Latent Dynamics with Softly State-Invariant World Models. NeurIPS Tankred Saanum, Peter Dayan, Eric Schulz
2024	J	`jnl`	Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models. CoRR Can Demircan, Tankred Saanum, Akshay K. Jagadish, Marcel Binz, Eric Schulz
2023	J	`jnl`	Language Aligned Visual Representations Predict Human Behavior in Naturalistic Learning Tasks. CoRR Can Demircan, Tankred Saanum, Leonardo Pettini, Marcel Binz, Blazej M. Baczkowski, Paula Kaanders, Christian F. Doeller, Mona M. Garvert, Eric Schulz
2023	A*	`conf`	Reinforcement Learning with Simple Sequence Priors. NeurIPS Tankred Saanum, Noémi Élteto, Peter Dayan, Marcel Binz, Eric Schulz
2023	J	`jnl`	Reinforcement Learning with Simple Sequence Priors. CoRR Tankred Saanum, Noémi Élteto, Peter Dayan, Marcel Binz, Eric Schulz
2022	B	`conf`	Decision-Making with Naturalistic Options. CogSci Can Demircan, Leonardo Pettini, Tankred Saanum, Marcel Binz, Blazej M. Baczkowski, Christian F. Doeller, Mona M. Garvert, Eric Schulz
2022	J	`jnl`	Learning Parsimonious Dynamics for Generalization in Reinforcement Learning. CoRR Tankred Saanum, Eric Schulz
2021	B	`conf`	Compositional generalization in multi-armed bandits. CogSci Tankred Saanum, Eric Schulz, Maarten Speekenbrink