13 citations · 35 across the 10 of their papers we have counts for
4 papers · 1 filter
Improving Planning with Large Language Models: A Modular Agentic Architecture
Taylor Webb, Shanka Subhra Mondal, Ida Momennejad
Large language models (LLMs) demonstrate impressive performance on a wide variety of tasks, but they often struggle with tasks that require multi-step reasoning or goal-directed pl…
Systematic Visual Reasoning through Object-Centric Relational Abstraction
Taylor W. Webb, Shanka Subhra Mondal, Jonathan D. Cohen
Human visual reasoning is characterized by an ability to identify abstract patterns from only a small number of examples, and to systematically generalize those patterns to novel i…
Determinantal Point Process Attention Over Grid Cell Code Supports Out of Distribution Generalization
Shanka Subhra Mondal, Steven Frankland, Taylor Webb +1
Deep neural networks have made tremendous gains in emulating human-like intelligence, and have been used increasingly as ways of understanding how the brain may solve the complex c…
Learning to reason over visual objects
Shanka Subhra Mondal, Taylor Webb, Jonathan D. Cohen
A core component of human intelligence is the ability to identify abstract patterns inherent in complex, high-dimensional perceptual data, as exemplified by visual reasoning tasks…