关注
Sebastian Gabriel Popescu
Sebastian Gabriel Popescu
PhD
在 imperial.ac.uk 的电子邮件经过验证
标题
引用次数
引用次数
年份
Local brain-age: a U-net model
SG Popescu, B Glocker, DJ Sharp, JH Cole
Frontiers in Aging Neuroscience 13, 761954, 2021
56*2021
Nonlinear biomarker interactions in conversion from mild cognitive impairment to Alzheimer's disease
SG Popescu, A Whittington, RN Gunn, PM Matthews, B Glocker, DJ Sharp, ...
Human Brain Mapping 41 (15), 4406-4418, 2020
252020
Sex differences in predictors and regional patterns of brain age gap estimates
N Sanford, R Ge, M Antoniades, A Modabbernia, SS Haas, HC Whalley, ...
Human Brain Mapping 43 (15), 4689-4698, 2022
242022
Distributional Gaussian process layers for outlier detection in image segmentation
SG Popescu, DJ Sharp, JH Cole, K Kamnitsas, B Glocker
Information Processing in Medical Imaging: 27th International Conference …, 2021
92021
Deep learning methods for estimating" brain age" from structural MRI scans
SG Popescu, JH Cole, DJ Sharp, B Glocker
62018
NECO: NEural Collapse Based Out-of-distribution detection
MB Ammar, N Belkhir, S Popescu, A Manzanera, G Franchi
arXiv preprint arXiv:2310.06823, 2023
42023
Hierarchical gaussian processes with wasserstein-2 kernels
S Popescu, D Sharp, J Cole, B Glocker
arXiv preprint arXiv:2010.14877, 2020
32020
Distributional Gaussian processes layers for out-of-distribution detection
SG Popescu, DJ Sharp, JH Cole, K Kamnitsas, B Glocker
arXiv preprint arXiv:2206.13346, 2022
12022
Matrix Inversion free variational inference in Conditional Student's T Processes
S Popescu, B Glocker, M van der Wilk
Fourth Symposium on Advances in Approximate Bayesian Inference, 2022
12022
Elucidating cognitive processes using LSTMs
PF da Costa, S Popescu, R Leech, R Lorenz
Proceedings of the Conference on Cognitive Computational Neuroscience., 2019
12019
NECO: NEural Collapse Based Out-of-distribution detection
M Ben Ammar, N Belkhir, S Popescu, A Manzanera, G Franchi
arXiv e-prints, arXiv: 2310.06823, 2023
2023
Inverse-free inference and reliable uncertainty quantification with gaussian processes
S Popescu
Imperial College London, 2023
2023
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