Tankred Saanum

According to our database, Tankred Saanum authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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, 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 Wilson, Kristin Witte, Shuchen Wu, Dirk Wulff, Huadong Xiong, Eric Schulz

CoRR, 2024

Next state prediction gives rise to entangled, yet compositional representations of objects.

Tankred Saanum, Luca M. Schulze Buschoff, Peter Dayan, Eric Schulz

CoRR, 2024

Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models.

Can Demircan, Tankred Saanum, Akshay K. Jagadish, Marcel Binz, Eric Schulz

CoRR, 2024

Predicting the Future with Simple World Models.

Tankred Saanum, Peter Dayan, Eric Schulz

CoRR, 2024

Simplifying Latent Dynamics with Softly State-Invariant World Models.

Tankred Saanum, Peter Dayan, Eric Schulz

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

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

Reinforcement Learning with Simple Sequence Priors.

Tankred Saanum, Noémi Élteto, Peter Dayan, Marcel Binz, Eric Schulz

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Learning Parsimonious Dynamics for Generalization in Reinforcement Learning.

Tankred Saanum, Eric Schulz

CoRR, 2022

Decision-Making with Naturalistic Options.

Can Demircan, Leonardo Pettini, Tankred Saanum, Marcel Binz, Blazej M. Baczkowski, Christian F. Doeller, Mona M. Garvert, Eric Schulz

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021

Compositional generalization in multi-armed bandits.

Tankred Saanum, Eric Schulz, Maarten Speekenbrink

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021