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David G. T. Barrett

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Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation

Dec 06, 2023
Ryutaro Tanno, David G. T. Barrett, Andrew Sellergren, Sumedh Ghaisas, Sumanth Dathathri, Abigail See, Johannes Welbl, Karan Singhal, Shekoofeh Azizi, Tao Tu, Mike Schaekermann, Rhys May, Roy Lee, SiWai Man, Zahra Ahmed, Sara Mahdavi, Danielle Belgrave, Vivek Natarajan, Shravya Shetty, Pushmeet Kohli, Po-Sen Huang, Alan Karthikesalingam, Ira Ktena

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Why neural networks find simple solutions: the many regularizers of geometric complexity

Sep 27, 2022
Benoit Dherin, Michael Munn, Mihaela Rosca, David G. T. Barrett

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The Geometric Occam's Razor Implicit in Deep Learning

Dec 01, 2021
Benoit Dherin, Michael Munn, David G. T. Barrett

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Discretization Drift in Two-Player Games

May 28, 2021
Mihaela Rosca, Yan Wu, Benoit Dherin, David G. T. Barrett

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On the Origin of Implicit Regularization in Stochastic Gradient Descent

Jan 28, 2021
Samuel L. Smith, Benoit Dherin, David G. T. Barrett, Soham De

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Implicit Gradient Regularization

Sep 23, 2020
David G. T. Barrett, Benoit Dherin

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Learning to Make Analogies by Contrasting Abstract Relational Structure

Jan 31, 2019
Felix Hill, Adam Santoro, David G. T. Barrett, Ari S. Morcos, Timothy Lillicrap

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Analyzing biological and artificial neural networks: challenges with opportunities for synergy?

Oct 31, 2018
David G. T. Barrett, Ari S. Morcos, Jakob H. Macke

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Measuring abstract reasoning in neural networks

Jul 11, 2018
David G. T. Barrett, Felix Hill, Adam Santoro, Ari S. Morcos, Timothy Lillicrap

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