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SemPPL: Predicting pseudo-labels for better contrastive representations


Jan 12, 2023
Matko Bošnjak, Pierre H. Richemond, Nenad Tomasev, Florian Strub, Jacob C. Walker, Felix Hill, Lars Holger Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic

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Large Language Models Encode Clinical Knowledge


Dec 26, 2022
Karan Singhal, Shekoofeh Azizi, Tao Tu, S. Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, Stephen Pfohl, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Nathaneal Scharli, Aakanksha Chowdhery, Philip Mansfield, Blaise Aguera y Arcas, Dale Webster, Greg S. Corrado, Yossi Matias, Katherine Chou, Juraj Gottweis, Nenad Tomasev, Yun Liu, Alvin Rajkomar, Joelle Barral, Christopher Semturs, Alan Karthikesalingam, Vivek Natarajan

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Manifestations of Xenophobia in AI Systems


Dec 15, 2022
Nenad Tomasev, Jonathan Leader Maynard, Iason Gabriel

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Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task


Nov 09, 2022
Jannik Kossen, Cătălina Cangea, Eszter Vértes, Andrew Jaegle, Viorica Patraucean, Ira Ktena, Nenad Tomasev, Danielle Belgrave

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* Foundation Models for Decision Making Workshop at Neural Information Processing Systems 2022 

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Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT)


Jul 21, 2022
Alexander Brown, Nenad Tomasev, Jan Freyberg, Yuan Liu, Alan Karthikesalingam, Jessica Schrouff

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Disability prediction in multiple sclerosis using performance outcome measures and demographic data


Apr 08, 2022
Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh, Chintan Ghate, Natalie Harris, Christina Chen, Jessica Schrouff, Nenad Tomasev, Fletcher Lee Hartsell, Katherine Heller

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Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?


Jan 13, 2022
Nenad Tomasev, Ioana Bica, Brian McWilliams, Lars Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic

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The signature and cusp geometry of hyperbolic knots


Nov 30, 2021
Alex Davies, András Juhász, Marc Lackenby, Nenad Tomasev

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* 26 pages, 12 figures 

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Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities


Feb 09, 2021
Nenad Tomasev, Kevin R. McKee, Jackie Kay, Shakir Mohamed

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Concept-based model explanations for Electronic Health Records


Dec 03, 2020
Sebastien Baur, Shaobo Hou, Eric Loreaux, Diana Mincu, Anne Mottram, Ivan Protsyuk, Nenad Tomasev, Martin G Seneviratne, Alan Karthikesanlingam, Jessica Schrouff

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