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Distinguishing rule- and exemplar-based generalization in learning systems

Oct 08, 2021
Ishita Dasgupta, Erin Grant, Thomas L. Griffiths

* 9 pages 

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Passive attention in artificial neural networks predicts human visual selectivity

Jul 14, 2021
Thomas A. Langlois, H. Charles Zhao, Erin Grant, Ishita Dasgupta, Thomas L. Griffiths, Nori Jacoby

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Are Convolutional Neural Networks or Transformers more like human vision?

May 15, 2021
Shikhar Tuli, Ishita Dasgupta, Erin Grant, Thomas L. Griffiths

* Accepted at CogSci 2021 

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Meta-Learning of Compositional Task Distributions in Humans and Machines

Oct 05, 2020
Sreejan Kumar, Ishita Dasgupta, Jonathan D. Cohen, Nathaniel D. Daw, Thomas L. Griffiths

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Analyzing machine-learned representations: A natural language case study

Sep 12, 2019
Ishita Dasgupta, Demi Guo, Samuel J. Gershman, Noah D. Goodman

* This article supersedes a previous article arXiv:1802.04302 

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Causal Reasoning from Meta-reinforcement Learning

Jan 23, 2019
Ishita Dasgupta, Jane Wang, Silvia Chiappa, Jovana Mitrovic, Pedro Ortega, David Raposo, Edward Hughes, Peter Battaglia, Matthew Botvinick, Zeb Kurth-Nelson

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Evaluating Compositionality in Sentence Embeddings

May 17, 2018
Ishita Dasgupta, Demi Guo, Andreas Stuhlmüller, Samuel J. Gershman, Noah D. Goodman

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