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  • Currently displaying 121 - 140 of 1368 publications
Can stable and accurate neural networks be computed? - On the barriers of deep learning and Smale's 18th problem.
MJ Colbrook, V Antun, AC Hansen
– CoRR
(2022)
119,
ARTN e2107151119
(doi: 10.1073/pnas.2107151119)
Predicting conversion of mild cognitive impairment to Alzheimer's disease
Y Wei, SJ Price, C-B Schönlieb, C Li
(2022)
(doi: 10.48550/arxiv.2203.04725)
Mutual Contrastive Low-rank Learning to Disentangle Whole Slide Image Representations for Glioma Grading
L Zhang, Y Wei, Y Fu, S Price, C-B Schönlieb, C Li
(2022)
(link to publication)
A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation
R Ke, AI Aviles-Rivero, S Pandey, S Reddy, C-B Schonlieb
– IEEE Trans Image Process
(2022)
31,
1805
(doi: 10.1109/tip.2022.3144036)
Genomic epidemiology of SARS-CoV-2 in a UK university identifies dynamics of transmission
D Aggarwal, B Warne, AS Jahun, WL Hamilton, T Fieldman, L du Plessis, V Hill, B Blane, E Watkins, E Wright, G Hall, C Ludden, R Myers, M Hosmillo, Y Chaudhry, ML Pinckert, I Georgana, R Izuagbe, D Leek, O Nsonwu, GJ Hughes, S Packer, AJ Page, M Metaxaki, S Fuller, G Weale, J Holgate, CA Brown, Cambridge Covid-19 testing Centre, University of Cambridge Asymptomatic COVID-19 Screening Programme Consortium, COVID-19 Genomics UK (COG-UK) Consortium, R Howes, D McFarlane, G Dougan, OG Pybus, DD Angelis, PH Maxwell, SJ Peacock, MP Weekes, C Illingworth, EM Harrison, NJ Matheson, IG Goodfellow
– Nature communications
(2022)
13,
751
(doi: 10.1038/s41467-021-27942-w)
Isotonic regression with unknown permutations: Statistics, computation and adaptation
A Pananjady, RJ Samworth
– The Annals of Statistics
(2022)
50,
324
(doi: 10.1214/21-AOS2107)
AI-Based Reconstruction for Fast MRI—A Systematic Review and Meta-Analysis
Y Chen, CB Schonlieb, P Lio, T Leiner, PL Dragotti, G Wang, D Rueckert, D Firmin, G Yang
– Proceedings of the IEEE
(2022)
110,
224
(doi: 10.1109/jproc.2022.3141367)
High-Dimensional, Multiscale Online Changepoint Detection
Y Chen, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2022)
84,
234
(doi: 10.1111/rssb.12447)
High-Dimensional, Multiscale Online Changepoint Detection
Y Chen, T Wang, RJ Samworth
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2022)
84,
234
(doi: 10.1111/rssb.12447)
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems
K Wei, A Aviles-Rivero, J Liang, Y Fu, H Huang, CB Schonlieb
– Journal of Machine Learning Research
(2022)
23,
ARTN 1
(link to publication)
On Biased Stochastic Gradient Estimation
D Driggs, J Liang, CB Schönlieb
– Journal of Machine Learning Research
(2022)
23,
Collaborative Learning of Images and Geometrics for Predicting Isocitrate Dehydrogenase Status of Glioma
Y Wei, C Li, X Chen, CB Schoinlieb, SJ Price
– 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)
(2022)
2022-March,
1
(doi: 10.1109/ISBI52829.2022.9761407)
Mutual Contrastive Low-rank Learning to Disentangle Whole Slide Image Representations for Glioma Grading
L Zhang, Y Wei, Y Fu, S Price, CB Schönlieb, C Li
– Bmvc 2022 33rd British Machine Vision Conference Proceedings
(2022)
Estimation of the zero-pressure computational start shape of atherosclerotic plaques: Improving the backward displacement method with deformation gradient tensor
Y Huang, S Wang, T Luo, MH-F Du, C Sun, U Sadat, C-B Schönlieb, JH Gillard, J Zhang, Z Teng
– Journal of Biomechanics
(2021)
131,
110910
(doi: 10.1016/j.jbiomech.2021.110910)
Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence.
X Bai, H Wang, L Ma, Y Xu, J Gan, Z Fan, F Yang, K Ma, J Yang, S Bai, C Shu, X Zou, R Huang, C Zhang, X Liu, D Tu, C Xu, W Zhang, X Wang, A Chen, Y Zeng, D Yang, M-W Wang, N Holalkere, NJ Halin, IR Kamel, J Wu, X Peng, X Wang, J Shao, P Mongkolwat, J Zhang, W Liu, M Roberts, Z Teng, L Beer, L Escudero Sanchez, E Sala, D Rubin, A Weller, J Lasenby, C Zheng, J Wang, Z Li, C-B Schönlieb, T Xia
– Nature Machine Intelligence
(2021)
3,
1081
(doi: 10.1038/s42256-021-00421-z)
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation
M Yeung, E Sala, C-B Schönlieb, L Rundo
– Comput Med Imaging Graph
(2021)
95,
102026
(doi: 10.1016/j.compmedimag.2021.102026)
USP: an independence test that improves on Pearson's chi-squared and the $G$-test
TB Berrett, RJ Samworth
– Proc Math Phys Eng Sci
(2021)
477,
20210549
(doi: 10.1098/rspa.2021.0549)
Adaptive Transfer Learning
HWJ Reeve, TI Cannings, RJ Samworth
– Annals of Statistics
(2021)
49,
3618
(doi: 10.1214/21-aos2102)
S $^3$ Net: Self-Supervised Self-Ensembling Network for Semi-Supervised RGB-D Salient Object Detection
L Zhu, X Wang, P Li, X Yang, Q Zhang, W Wang, CB Schonlieb, CLP Chen
– IEEE Transactions on Multimedia
(2021)
25,
676
(doi: 10.1109/TMM.2021.3129730)
The effects of quality of evidence communication on perception of public health information about COVID-19: two randomised controlled trials
CR Schneider, ALJ Freeman, D Spiegelhalter, S van der Linden
– Plos One
(2021)
16,
e0259048
(doi: 10.1371/journal.pone.0259048)

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