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James Urquhart Allingham

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A Generative Model of Symmetry Transformations

Mar 04, 2024
James Urquhart Allingham, Bruno Kacper Mlodozeniec, Shreyas Padhy, Javier Antorán, David Krueger, Richard E. Turner, Eric Nalisnick, José Miguel Hernández-Lobato

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Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity

Jun 05, 2023
Metod Jazbec, James Urquhart Allingham, Dan Zhang, Eric Nalisnick

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A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models

Feb 13, 2023
James Urquhart Allingham, Jie Ren, Michael W Dusenberry, Jeremiah Zhe Liu, Xiuye Gu, Yin Cui, Dustin Tran, Balaji Lakshminarayanan

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Adapting the Linearised Laplace Model Evidence for Modern Deep Learning

Jun 17, 2022
Javier Antorán, David Janz, James Urquhart Allingham, Erik Daxberger, Riccardo Barbano, Eric Nalisnick, José Miguel Hernández-Lobato

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Sparse MoEs meet Efficient Ensembles

Oct 07, 2021
James Urquhart Allingham, Florian Wenzel, Zelda E Mariet, Basil Mustafa, Joan Puigcerver, Neil Houlsby, Ghassen Jerfel, Vincent Fortuin, Balaji Lakshminarayanan, Jasper Snoek, Dustin Tran, Carlos Riquelme Ruiz, Rodolphe Jenatton

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Expressive yet Tractable Bayesian Deep Learning via Subnetwork Inference

Oct 28, 2020
Erik Daxberger, Eric Nalisnick, James Urquhart Allingham, Javier Antorán, José Miguel Hernández-Lobato

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Depth Uncertainty in Neural Networks

Jun 15, 2020
Javier Antorán, James Urquhart Allingham, José Miguel Hernández-Lobato

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Variational Depth Search in ResNets

Feb 27, 2020
Javier Antorán, James Urquhart Allingham, José Miguel Hernández-Lobato

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