David J. Sharp | DeepAI

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research

∙ 06/27/2022

Distributional Gaussian Processes Layers for Out-of-Distribution Detection

Machine learning models deployed on medical imaging tasks must be equipp...

18 Sebastian G. Popescu, et al. ∙

research

∙ 04/28/2021

Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation

We propose a parameter efficient Bayesian layer for hierarchical convolu...

25 Sebastian G. Popescu, et al. ∙

research

∙ 01/18/2021

An attention model to analyse the risk of agitation and urinary tract infections in people with dementia

Behavioural symptoms and urinary tract infections (UTI) are among the mo...

14 Honglin Li, et al. ∙