Sebastian Musslick

40 papers A* 1B 23Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Intelligent Tutoring Systems Need Teachers. J. Comput. Assist. Learn. Lisa Bardach, Korbinian Moeller, Miguel Ruiz-Garcia, Younes Strittmatter, Jennifer Meyer, Sebastian Musslick, Markus Spitzer
2025	B	`conf`	Curriculum learning in humans and neural networks. CogSci Younes Strittmatter, Stefano Sarao Mannelli, Miguel Ruiz-Garcia, Sebastian Musslick, Markus Spitzer
2025	J	`jnl`	Not Yet AlphaFold for the Mind: Evaluating Centaur as a Synthetic Participant. CoRR Sabrina Namazova, Alessandra Brondetta, Younes Strittmatter, Matthew Nassar, Sebastian Musslick
2025	J	`jnl`	SweetBean: A declarative language for behavioral experiments with human and artificial participants. J. Open Source Softw. Younes Strittmatter, Sebastian Musslick
2024	B	`conf`	A meta-learning framework for rationalizing cognitive fatigue in neural systems. CogSci Yujun Li, Rodrigo Carrasco-Davis, Younes Strittmatter, Stefano Sarao Mannelli, Sebastian Musslick
2024	J	`jnl`	AutoRA: Automated Research Assistant for Closed-Loop Empirical Research. J. Open Source Softw. Sebastian Musslick, Benjamin W. Andrew, Chad C. Williams, Joshua T. S. Hewson, Sida Li, Ioana Marinescu, Marina Dubova, George T. Dang, Younes Strittmatter, John Gerrard Holland
2024	J	`jnl`	Automating the Practice of Science - Opportunities, Challenges, and Implications. CoRR Sebastian Musslick, Laura Bartlett, Suyog H. Chandramouli, Marina Dubova, Fernand Gobet, Thomas L. Griffiths, Jessica Hullman, Ross D. King, J. Nathan Kutz, Christopher G. Lucas, Suhas Mahesh, Franco Pestilli, Sabina J. Sloman, William R. Holmes
2024	B	`conf`	Improving Concepts in Cognitive Science. CogSci Marina Dubova, Lisa Feldman Barrett, Robert L. Goldstone, Sebastian Musslick, Russell Poldrack
2024	J	`jnl`	Large language models surpass human experts in predicting neuroscience results. CoRR Xiaoliang Luo, Akilles Rechardt, Guangzhi Sun, Kevin K. Nejad, Felipe Yáñez, Bati Yilmaz, Kangjoo Lee, Alexandra O. Cohen, Valentina Borghesani, Anton Pashkov, Daniele Marinazzo, Jonathan Nicholas, Alessandro Salatiello, Ilia Sucholutsky, Pasquale Minervini, Sepehr Razavi, Roberta Rocca, Elkhan Yusifov, Tereza Okalova, Nianlong Gu, Martin Ferianc, Mikail Khona, Kaustubh R. Patil, Pui-Shee Lee, Rui Mata, Nicholas E. Myers, Jennifer K. Bizley, Sebastian Musslick, Isil Poyraz Bilgin, Guiomar Niso, Justin M. Ales, Michael Gaebler, N. Apurva Ratan Murty, Leyla Loued-Khenissi, Anna Behler, Chloe M. Hall, Jessica Dafflon, Sherry Dongqi Bao, Bradley C. Love
2024	B	`conf`	Learning expectations shape initial cognitive control allocation. CogSci Javier Alejandro Masís, Sebastian Musslick, Jonathan Cohen
2024	B	`conf`	On the Benefits of Heterogeneity in Cognitive Stability and Flexibility for Collaborative Task Switching. CogSci Alessandra Brondetta, Anastasia S. Bizyaeva, Maxime Lucas, Giovanni Petri, Sebastian Musslick
2023	J	`jnl`	A Quantitative Approach to Predicting Representational Learning and Performance in Neural Networks. CoRR Ryan Pyle, Sebastian Musslick, Jonathan D. Cohen, Ankit B. Patel
2023	B	`conf`	An Evaluation of Experimental Sampling Strategies for Autonomous Empirical Research in Cognitive Science. CogSci Sebastian Musslick, Joshua T. S. Hewson, Benjamin W. Andrew, Younes Strittmatter, Chad C. Williams, George T. Dang, Marina Dubova, John Gerrard Holland
2023	B	`conf`	Augmenting EEG with Generative Adversarial Networks Enhances Brain Decoding Across Classifiers and Sample Sizes. CogSci Chad C. Williams, Daniel Weinhardt, Maria Wirzberger, Sebastian Musslick
2023	B	`conf`	Does a Curriculum Improve Perceptual Decision Making? CogSci Younes Strittmatter, Markus Spitzer, Miguel Ruiz-Garcia, Samuel Gershman, Sebastian Musslick
2023	J	`jnl`	GFN-SR: Symbolic Regression with Generative Flow Networks. CoRR Sida Li, Ioana Marinescu, Sebastian Musslick
2023	J	`jnl`	Pushing the Bounds of Bounded Optimality and Rationality. Cogn. Sci. Sebastian Musslick, Javier Alejandro Masís
2022	A*	`conf`	A Benchmark for Compositional Visual Reasoning. NeurIPS Aimen Zerroug, Mohit Vaishnav, Julien Colin, Sebastian Musslick, Thomas Serre
2022	J	`jnl`	A Benchmark for Compositional Visual Reasoning. CoRR Aimen Zerroug, Mohit Vaishnav, Julien Colin, Sebastian Musslick, Thomas Serre
2022	B	`conf`	Leveraging psychometrics of rational inattention to estimate individual differences in the capacity for cognitive control. CogSci Ham Huang, Ivan Grahek, Laura Bustamante, Nathaniel D. Daw, Andrew Caplin, Sebastian Musslick
2021	—	`—`	On the Rational Bounds of Cognitive Control Sebastian Musslick
2021	B	`conf`	Recovering Quantitative Models of Human Information Processing with Differentiable Architecture Search. CogSci Sebastian Musslick
2021	J	`jnl`	Recovering Quantitative Models of Human Information Processing with Differentiable Architecture Search. CoRR Sebastian Musslick
2021	B	`conf`	Regression, encoding, control: an integrated approach to shared representations with distributed coding. CogSci Gregory Henselman-Petrusek, Tyler Giallanza, Sebastian Musslick, Jonathan Cohen
2020	B	`conf`	Mental effort: One construct, many faces? CogSci Sebastian Musslick, Maria Wirzberger, Ivan Grahek, Laura Bustamante, Amitai Shenhav, Jonathan D. Cohen
2020	J	`jnl`	Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks. CoRR Sachin Ravi, Sebastian Musslick, Maia Hamin, Theodore L. Willke, Jonathan D. Cohen
2019	B	`conf`	A Mechanistic Account of Constraints on Control-Dependent Processing: Shared Representation, Conflict and Persistence. CogSci Sebastian Musslick, Jonathan D. Cohen
2019	B	`conf`	Asymmetric Switch Costs as a Function of Task Strength. CogSci Markus Spitzer, Sebastian Musslick, Michael Shvartsman, Amitai Shenhav, Jonathan D. Cohen
2019	B	`conf`	Decomposing Individual Differences in Cognitive Control: A Model-Based Approach. CogSci Sebastian Musslick, Jonathan D. Cohen, Amitai Shenhav
2019	B	`conf`	Stability-Flexibility Dilemma in Cognitive Control: A Dynamical System Perspective. CogSci Sebastian Musslick, Anastasia S. Bizyaeva, Shamay Agaron, Naomi Ehrich Leonard, Jonathan D. Cohen
2019	B	`conf`	Understanding interactions amongst cognitive control, learning and representation. CogSci Sebastian Musslick, Abigail Novick Hoskin, Taylor W. Webb, Steven Frankland, Jonathan D. Cohen, Rebecca L. Jackson, Matthew A. Lambon Ralph, Lang Chen, Timothy T. Rogers, Randall C. O'Reilly, Alexander A. Petrov
2018	B	`conf`	Constraints associated with cognitive control and the stability-flexibility dilemma. CogSci Sebastian Musslick, Seong Jun Jang, Michael Shvartsman, Amitai Shenhav, Jonathan D. Cohen
2018	B	`conf`	Efficiency of learning vs. processing: Towards a normative theory of multitasking. CogSci Yotam Sagiv, Sebastian Musslick, Yael Niv, Jonathan D. Cohen
2018	B	`conf`	Estimating the costs of cognitive control from task performance: theoretical validation and potential pitfalls. CogSci Sebastian Musslick, Jonathan D. Cohen, Amitai Shenhav
2018	J	`jnl`	Rational metareasoning and the plasticity of cognitive control. PLoS Comput. Biol. Falk Lieder, Amitai Shenhav, Sebastian Musslick, Thomas L. Griffiths
2017	B	`conf`	A Formal Approach to Modeling the Cost of Cognitive Control. CogSci Kayhan Özcimder, Biswadip Dey, Sebastian Musslick, Giovanni Petri, Nesreen K. Ahmed, Theodore L. Willke, Jonathan D. Cohen
2017	—	`conf`	A graph-theoretic approach to multitasking. NIPS Noga Alon, Daniel Reichman, Igor Shinkar, Tal Wagner, Sebastian Musslick, Jonathan D. Cohen, Tom Griffiths, Biswadip Dey, Kayhan Özcimder
2017	B	`conf`	Multitasking Capability Versus Learning Efficiency in Neural Network Architectures. CogSci Sebastian Musslick, Andrew Saxe, Kayhan Özcimder, Biswadip Dey, Greg Henselman, Jonathan D. Cohen
2016	J	`jnl`	A Graph-Theoretic Approach to Multitasking. CoRR Jonathan D. Cohen, Biswadip Dey, Tom Griffiths, Sebastian Musslick, Kayhan Özcimder, Daniel Reichman, Igor Shinkar, Tal Wagner
2016	B	`conf`	Controlled vs. Automatic Processing: A Graph-Theoretic Approach to the Analysis of Serial vs. Parallel Processing in Neural Network Architectures. CogSci Sebastian Musslick, Biswadip Dey, Kayhan Özcimder, Md. Mostofa Ali Patwary, Theodore L. Willke, Jonathan D. Cohen