Tom Griffiths

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 25

Top Topics

Iterative Refinement

Sensory Systems

Top Venues

Publications

Ruiqi He, Carlos G. Correa, Tom Griffiths, Mark K. Ho
Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract). AAAI (2024)
Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Tom Griffiths, Yuan Cao, Karthik Narasimhan
Tree of Thoughts: Deliberate Problem Solving with Large Language Models. NeurIPS (2023)
Mathew D. Hardy, Ilia Sucholutsky, Bill Thompson, Tom Griffiths
Large language models meet cognitive science: LLMs as tools, models, and participants. CogSci (2023)
Bhishma Dedhia, Michael Chang, Jake Snell, Tom Griffiths, Niraj K. Jha
Im-Promptu: In-Context Composition from Image Prompts. NeurIPS (2023)
Zi Wang, Alexander Ku, Jason Baldridge, Tom Griffiths, Been Kim
Gaussian Process Probes (GPP) for Uncertainty-Aware Probing. NeurIPS (2023)
Raja Marjieh, Ilia Sucholutsky, Pol van Rijn, Nori Jacoby, Tom Griffiths
What Language Reveals about Perception: Distilling Psychophysical Knowledge from Large Language Models. CogSci (2023)
Cameron Rouse Turner, Thomas J. H. Morgan, Tom Griffiths
The joint evolution of sensory systems and decision policy allows cognition. CogSci (2023)
Sunayana Rane, Mira L. Nencheva, Zeyu Wang, Casey Lew-Williams, Olga Russakovsky, Tom Griffiths
Predicting Word Learning in Children from the Performance of Computer Vision Systems. CogSci (2023)
Ilia Sucholutsky, Tom Griffiths
Alignment with human representations supports robust few-shot learning. NeurIPS (2023)
Feng Xia, Jian-Qiao Zhu, Tom Griffiths
Comparing Human Predictions from Expert Advice to On-line Optimization Algorithms. CogSci (2023)
Joshua C. Peterson, Marina Mancoridis, Tom Griffiths
To each their own theory: Exploring the limits of individual differences in decisions under risk. CogSci (2023)
Jian-Qiao Zhu, Adam Sanborn, Nick Chater, Tom Griffiths
Computation-Limited Bayesian Updating. CogSci (2023)
Michael Chang, Tom Griffiths, Sergey Levine
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation. NeurIPS (2022)
Sreejan Kumar, Carlos G. Correa, Ishita Dasgupta, Raja Marjieh, Michael Y. Hu, Robert D. Hawkins, Jonathan D. Cohen, Nathaniel D. Daw, Karthik Narasimhan, Tom Griffiths
Using natural language and program abstractions to instill human inductive biases in machines. NeurIPS (2022)
Maya Malaviya, Ilia Sucholutsky, Kerem Oktar, Tom Griffiths
Can Humans Do Less-Than-One-Shot Learning? CogSci (2022)
Theodore R. Sumers, Robert D. Hawkins, Mark K. Ho, Tom Griffiths, Dylan Hadfield-Menell
How to talk so AI will learn: Instructions, descriptions, and autonomy. NeurIPS (2022)
Ishita Dasgupta, Erin Grant, Tom Griffiths
Distinguishing rule and exemplar-based generalization in learning systems. ICML (2022)
Raja Marjieh, Ilia Sucholutsky, Theodore R. Sumers, Nori Jacoby, Tom Griffiths
Predicting Human Similarity Judgments Using Large Language Models. CogSci (2022)
Zahra Shekarchi, Aida Nematzadeh, Tom Griffiths, Suzanne Stevenson
Mutual Exclusivity as Competition in Cross-situational Word Learning. CogSci (2021)
Robert D. Hawkins, Irina Liu, Adele Goldberg, Tom Griffiths
Respect the code: Speakers expect novel conventions to generalize within but not across social group boundaries. CogSci (2021)
Shikhar Tuli, Ishita Dasgupta, Erin Grant, Tom Griffiths
Are Convolutional Neural Networks or Transformers more like human vision? CogSci (2021)
Sammy Floyd, Kavindya Dalawella, Adele Goldberg, Casey Lew-Williams, Tom Griffiths
Modeling rules and similarity in colexification. CogSci (2021)
Samarie A. Wilson, Somya Arora, Qiong Zhang, Tom Griffiths
A Rational Account of Anchor Effects in Hindsight Bias. CogSci (2021)
Theodore R. Sumers, Robert D. Hawkins, Mark K. Ho, Tom Griffiths
Extending rational models of communication from beliefs to actions. CogSci (2021)
Arjun Devraj, Qiong Zhang, Tom Griffiths
The Dynamics of Exemplar and Prototype Representations Depend on Environmental Statistics. CogSci (2021)