Samuel Gershman

46 papers A* 2B 25Journal 13Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Adaptive Social Learning using Theory of Mind. CogSci Lance Ying, Ryan Truong, Joshua B. Tenenbaum, Samuel Gershman
2025	B	`conf`	Language models assign responsibility based on actual rather than counterfactual contributions. CogSci Yang Xiang, Eric J. Bigelow, Tobias Gerstenberg, Tomer D. Ullman, Samuel Gershman
2025	B	`conf`	Modeling intrinsic motivation as reflective planning. CogSci Yang Xiang, Samuel Gershman
2025	B	`conf`	Quantifying the cost of context sensitivity in decision making. CogSci Shuze Liu, Samuel Gershman, Bilal Bari
2025	B	`conf`	Strategy selection in complex tasks through adaptive integration of learned and online metareasoning. CogSci Tracey Mills, Samuel Gershman, Joshua B. Tenenbaum
2023	B	`conf`	Does a Curriculum Improve Perceptual Decision Making? CogSci Younes Strittmatter, Markus Spitzer, Miguel Ruiz-Garcia, Samuel Gershman, Sebastian Musslick
2023	B	`conf`	Learning About Scientists from Climate Consensus Messaging. CogSci Reed Orchinik, Rachit Dubey, Samuel Gershman, Derek Powell, Rahul Bhui
2022	B	`conf`	Coding Strategies in Memory for 3D Objects: The Influence of Task Uncertainty. CogSci Christopher Bates, Samuel Gershman
2022	B	`conf`	Combining mental simulation and abstract reasoning explains people's reaction time in an intuitive physics task. CogSci Felix A. Sosa, Samuel Gershman, Tomer D. Ullman
2022	A*	`conf`	Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface. ICLR Tuan Anh Le, Katherine M. Collins, Luke Hewitt, Kevin Ellis, Siddharth Narayanaswamy, Samuel Gershman, Joshua B. Tenenbaum
2021	—	`conf`	Language-Mediated, Object-Centric Representation Learning. ACL/IJCNLP (Findings) Ruocheng Wang, Jiayuan Mao, Samuel Gershman, Jiajun Wu
2020	B	`conf`	Downloading Culture.zip: Social learning by program induction. CogSci Max Kleiman-Weiner, Felix Sosa, Bill Thompson, Sebastiaan van Opheusden, Tom Griffiths, Samuel Gershman, Fiery Cushman
2019	B	`conf`	Downloading Culture.zip: Social learning by program induction with execution traces. CogSci Max Kleiman-Weiner, Felix Sosa, Samuel Gershman, Fiery Cushman
2019	J	`jnl`	Editors' Introduction: Computational Approaches to Social Cognition. Top. Cogn. Sci. Fiery Cushman, Samuel Gershman
2019	B	`conf`	Generalization as diffusion: human function learning on graphs. CogSci Charley M. Wu, Eric Schulz, Samuel Gershman
2019	B	`conf`	Hard choices: Children's understanding of the cost of action selection. CogSci Shari Liu, Fiery Cushman, Samuel Gershman, Wouter Kool, Elizabeth S. Spelke
2018	B	`conf`	Evaluating Compositionality in Sentence Embeddings. CogSci Ishita Dasgupta, Demi Guo, Andreas Stuhlmüller, Samuel Gershman, Noah D. Goodman
2018	B	`conf`	Explaining Human Decision Making in Optimal Stopping Tasks. CogSci Christiane Baumann, Henrik Singmann, Vassilios E. Kaxiras, Samuel Gershman, Bettina von Helversen
2018	B	`conf`	Learning to act by integrating mental simulations and physical experiments. CogSci Ishita Dasgupta, Kevin A. Smith, Eric Schulz, Josh Tenenbaum, Samuel Gershman
2018	B	`conf`	Moral Dynamics: A Computational Model of Moral Judgment. CogSci Felix Sosa, Tomer D. Ullman, Samuel Gershman, Josh Tenenbaum, Tobias Gerstenberg
2016	B	`conf`	Coalescing the Vapors of Human Experience into a Viable and Meaningful Comprehension. CogSci Tomer D. Ullman, Max H. Siegel, Josh Tenenbaum, Samuel Gershman
2016	—	`conf`	Nonparametric Spherical Topic Modeling with Word Embeddings. ACL (2) Kayhan N. Batmanghelich, Ardavan Saeedi, Karthik Narasimhan, Samuel Gershman
2016	J	`jnl`	Nonparametric Spherical Topic Modeling with Word Embeddings. CoRR Kayhan N. Batmanghelich, Ardavan Saeedi, Karthik Narasimhan, Samuel Gershman
2015	B	`conf`	Assessing the Perceived Predictability of Functions. CogSci Eric Schulz, Joshua B. Tenenbaum, David N. Reshef, Maarten Speekenbrink, Samuel Gershman
2015	J	`jnl`	Distance Dependent Infinite Latent Feature Models. IEEE Trans. Pattern Anal. Mach. Intell. Samuel Gershman, Peter I. Frazier, David M. Blei
2015	B	`conf`	Phrase similarity in humans and machines. CogSci Samuel Gershman, Joshua B. Tenenbaum
2014	B	`conf`	Amortized Inference in Probabilistic Reasoning. CogSci Samuel Gershman, Noah D. Goodman
2014	J	`jnl`	Decomposing spatiotemporal brain patterns into topographic latent sources. NeuroImage Samuel Gershman, David M. Blei, Kenneth A. Norman, Per B. Sederberg
2014	—	`conf`	Design Principles of the Hippocampal Cognitive Map. NIPS Kimberly L. Stachenfeld, Matthew M. Botvinick, Samuel Gershman
2014	J	`jnl`	Dopamine Ramps Are a Consequence of Reward Prediction Errors. Neural Comput. Samuel Gershman
2014	B	`conf`	Information Selection in Noisy Environments with Large Action Spaces. CogSci Pedro Tsividis, Samuel Gershman, Joshua B. Tenenbaum, Laura Schulz
2014	J	`jnl`	Statistical Computations Underlying the Dynamics of Memory Updating. PLoS Comput. Biol. Samuel Gershman, Angela Radulescu, Kenneth A. Norman, Yael Niv
2014	J	`jnl`	Variational Particle Approximations. CoRR Tejas D. Kulkarni, Ardavan Saeedi, Samuel Gershman
2013	B	`conf`	Bayesian vector analysis and the perception of hierarchical motion. CogSci Samuel Gershman, Frank Jäkel, Joshua B. Tenenbaum
2013	J	`jnl`	Neural and Psychological Maturation of Decision-making in Adolescence and Young Adulthood. J. Cogn. Neurosci. Anastasia Christakou, Samuel Gershman, Yael Niv, Andrew Simmons, Mick Brammer, Katya Rubia
2013	B	`conf`	Structured cognitive representations and complex inference in neural systems. CogSci Samuel Gershman, Joshua B. Tenenbaum, Alexandre Pouget, Matthew M. Botvinick, Peter Dayan
2013	J	`jnl`	Time representation in reinforcement learning models of the basal ganglia. Frontiers Comput. Neurosci. Samuel Gershman, Ahmed A. Moustafa, Elliot A. Ludvig
2012	J	`jnl`	Multistability and Perceptual Inference. Neural Comput. Samuel Gershman, Edward Vul, Joshua B. Tenenbaum
2012	J	`jnl`	Nonparametric variational inference CoRR Samuel Gershman, Matthew D. Hoffman, David M. Blei
2012	A*	`conf`	Nonparametric variational inference. ICML Samuel Gershman, Matthew D. Hoffman, David M. Blei
2012	J	`jnl`	The Successor Representation and Temporal Context. Neural Comput. Samuel Gershman, Christopher D. Moore, Michael T. Todd, Kenneth A. Norman, Per B. Sederberg
2011	J	`jnl`	A topographic latent source model for fMRI data. NeuroImage Samuel Gershman, David M. Blei, Francisco Pereira, Kenneth A. Norman
2011	B	`conf`	Computational, Neuroscientific, and Lifespan Perspectives on the Exploration-Exploitation Dilemma. CogSci A. Ross Otto, W. Bradley Knox, Bradley C. Love, Samuel Gershman, Yael Niv, Darrell A. Worthy, W. Todd Maddox, Jared M. Hotaling, Jerome R. Busemeyer, Richard M. Shiffrin
2010	—	`conf`	The Neural Costs of Optimal Control. NIPS Samuel Gershman, Robert Wilson
2009	—	`conf`	A Bayesian Analysis of Dynamics in Free Recall. NIPS Richard Socher, Samuel Gershman, Adler J. Perotte, Per B. Sederberg, David M. Blei, Kenneth A. Norman
2009	—	`conf`	Perceptual Multistability as Markov Chain Monte Carlo Inference. NIPS Samuel Gershman, Ed Vul, Joshua B. Tenenbaum