Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity
Jazbec, Metod, Allingham, James Urquhart, Zhang, Dan, Nalisnick, Eric
Year of Publication 05.06.2023
Year of Publication 05.06.2023
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Journal Article
A Generative Model of Symmetry Transformations
Allingham, James Urquhart, Mlodozeniec, Bruno Kacper, Padhy, Shreyas, Antorán, Javier, Krueger, David, Turner, Richard E, Nalisnick, Eric, Hernández-Lobato, José Miguel
Year of Publication 04.03.2024
Year of Publication 04.03.2024
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Journal Article
A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models
Allingham, James Urquhart, Ren, Jie, Dusenberry, Michael W, Gu, Xiuye, Cui, Yin, Tran, Dustin, Liu, Jeremiah Zhe, Lakshminarayanan, Balaji
Year of Publication 13.02.2023
Year of Publication 13.02.2023
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Journal Article
Depth Uncertainty in Neural Networks
Antorán, Javier, Allingham, James Urquhart, Hernández-Lobato, José Miguel
Year of Publication 15.06.2020
Year of Publication 15.06.2020
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Journal Article
Variational Depth Search in ResNets
Antorán, Javier, Allingham, James Urquhart, Hernández-Lobato, José Miguel
Year of Publication 06.02.2020
Year of Publication 06.02.2020
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Journal Article
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning
Antorán, Javier, Janz, David, Allingham, James Urquhart, Daxberger, Erik, Barbano, Riccardo, Nalisnick, Eric, Hernández-Lobato, José Miguel
Year of Publication 17.06.2022
Year of Publication 17.06.2022
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Journal Article
Bayesian Deep Learning via Subnetwork Inference
Daxberger, Erik, Nalisnick, Eric, Allingham, James Urquhart, Antorán, Javier, Hernández-Lobato, José Miguel
Year of Publication 27.10.2020
Year of Publication 27.10.2020
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Journal Article
Zero-Shot Prompt Ensembling for Zero-Shot Classification with Text-Image Models
Dusenberry, Michael Ward, Cui, Yin, Lakshminarayanan, Balaji, Liu, Zhe, Allingham, James Urquhart, Ren, Jie, Tran, Dustin, Gu, Xiuye
Year of Publication 22.08.2024
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Year of Publication 22.08.2024
Patent
ZERO-SHOT PROMPT ENSEMBLING FOR ZERO-SHOT CLASSIFICATION WITH TEXT-IMAGE MODELS
REN, Jie, GU, Xiuye, LIU, Zhe, DUSENBERRY, Michael Ward, TRAN, Dustin, CUI, Yin, LAKSHMINARAYANAN, Balaji, ALLINGHAM, James Urquhart
Year of Publication 31.07.2024
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Year of Publication 31.07.2024
Patent
Sparse MoEs meet Efficient Ensembles
Allingham, James Urquhart, Wenzel, Florian, Mariet, Zelda E, Mustafa, Basil, Puigcerver, Joan, Houlsby, Neil, Jerfel, Ghassen, Fortuin, Vincent, Lakshminarayanan, Balaji, Snoek, Jasper, Tran, Dustin, Ruiz, Carlos Riquelme, Jenatton, Rodolphe
Year of Publication 07.10.2021
Year of Publication 07.10.2021
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Journal Article
Depth Uncertainty in Neural Networks
Antorán, Javier, James Urquhart Allingham, José Miguel Hernández-Lobato
Published in arXiv.org (07.12.2020)
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Published in arXiv.org (07.12.2020)
Paper
Bayesian Deep Learning via Subnetwork Inference
Daxberger, Erik, Nalisnick, Eric, James Urquhart Allingham, Antorán, Javier, José Miguel Hernández-Lobato
Published in arXiv.org (14.03.2022)
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Published in arXiv.org (14.03.2022)
Paper
Variational Depth Search in ResNets
Antorán, Javier, James Urquhart Allingham, José Miguel Hernández-Lobato
Published in arXiv.org (01.04.2020)
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Published in arXiv.org (01.04.2020)
Paper
ENSEMBLING MIXTURE-OF-EXPERTS NEURAL NETWORKS
Riquelme Ruiz, Carlos, Mustafa, Basil, Jerfel, Ghassen, Mariet, Zelda Elaine, Allingham, James Urquhart, Houlsby, Neil Matthew Tinmouth, Jenatton, Rodolphe, Tran, Dustin, Puigcerver i Perez, Joan, Wenzel, Florian
Year of Publication 06.04.2023
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Year of Publication 06.04.2023
Patent
Sparse MoEs meet Efficient Ensembles
James Urquhart Allingham, Wenzel, Florian, Mariet, Zelda E, Mustafa, Basil, Puigcerver, Joan, Houlsby, Neil, Jerfel, Ghassen, tuin, Vincent, Lakshminarayanan, Balaji, Snoek, Jasper, Tran, Dustin, Carlos Riquelme Ruiz, Jenatton, Rodolphe
Published in arXiv.org (09.07.2023)
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Published in arXiv.org (09.07.2023)
Paper