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  • Currently displaying 201 - 220 of 1673 publications
The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale’s 18th problem
MJ Colbrook, V Antun, AC Hansen
– Proceedings of the National Academy of Sciences
(2022)
119,
e2107151119
(doi: 10.1073/pnas.2107151119)
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
– Proceedings of the National Academy of Sciences of the United States of America
(2022)
abs/2101.08286,
e2107151119
(doi: 10.1073/pnas.2107151119)
Practical quantum tokens without quantum memories and experimental tests
A Kent, D Lowndes, D Pitalúa-García, J Rarity
– npj Quantum Information
(2022)
8,
28
(doi: 10.1038/s41534-022-00524-4)
A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation
R Ke, AI Aviles-Rivero, S Pandey, S Reddy, C-B Schonlieb
– IEEE Transactions on Image Processing
(2022)
31,
1805
(doi: 10.1109/tip.2022.3144036)
AI-Based Reconstruction for Fast MRI-A Systematic Review and Meta-Analysis
Y Chen, C-B Schönlieb, P Liò, 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)
Deep ocean learning of wave-induced turbulence
A Mashayek, F Zhai, N Reynard, A Jelley, C Caulfield, ACN Garabato, K Srinivasan
(2022)
(doi: 10.1002/essoar.10510319.1)
A Marginal Stability Paradigm for Shear-Induced Diapycnal Turbulent Mixing in the Ocean
A Mashayek, LE Baker, BB Cael, CP Caulfield
– Geophysical Research Letters
(2022)
49,
e2021GL095715
(doi: 10.1029/2021GL095715)
The coupled dynamics of internal waves and hairpin vortices in stratified plane Poiseuille flow
CJ Lloyd, RM Dorrell, CP Caulfield
– Journal of Fluid Mechanics
(2022)
934,
a10
(doi: 10.1017/jfm.2021.1007)
A Tight Uniform Continuity Bound for the Arimoto-Rényi Conditional Entropy and its Extension to Classical-Quantum States
MG Jabbour, N Datta
– IEEE Transactions on Information Theory
(2022)
68,
2169
(doi: 10.1109/tit.2022.3142812)
An Early-time Optical and Ultraviolet Excess in the Type-Ic SN 2020oi
A Gagliano, L Izzo, CD Kilpatrick, B Mockler, WV Jacobson-Galán, G Terreran, G Dimitriadis, Y Zenati, K Auchettl, MR Drout, G Narayan, RJ Foley, R Margutti, A Rest, DO Jones, C Aganze, PD Aleo, AJ Burgasser, DA Coulter, R Gerasimov, C Gall, J Hjorth, C-C Hsu, EA Magnier, KS Mandel, AL Piro, C Rojas-Bravo, MR Siebert, H Stacey, MC Stroh, JJ Swift, K Taggart, S Tinyanont
– The Astrophysical Journal
(2022)
924,
55
(doi: 10.3847/1538-4357/ac35ec)
On Biased Stochastic Gradient Estimation
D Driggs, J Liang, CB Schönlieb
– Journal of Machine Learning Research
(2022)
23,
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, C-B Schonlieb
– Journal of Machine Learning Research
(2022)
23,
1
(link to publication)
Linearized Wave-Damping Structure of Vlasov-Poisson in $\mathbb{R}^3$.
J Bedrossian, N Masmoudi, C Mouhot
– SIAM J. Math. Anal.
(2022)
54,
4379
Testing the nonclassicality of spacetime: What can we learn from Bell–Bose et al.-Marletto-Vedral experiments?
A Kent, D Pitalúa-García
– Physical Review D
(2021)
104,
126030
(doi: 10.1103/PhysRevD.104.126030)
Layering and vertical transport in sheared double-diffusive convection in the diffusive regime
Y Yang, R Verzicco, D Lohse, CP Caulfield
– Journal of Fluid Mechanics
(2021)
933,
a30
(doi: 10.1017/jfm.2021.1091)
Exploiting self-organized criticality in strongly stratified turbulence
GP Chini, G Michel, K Julien, CB Rocha, C-CP Caulfield
– Journal of Fluid Mechanics
(2021)
933,
a22
(doi: 10.1017/jfm.2021.1060)
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
– ArXiv
(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
– Computerized Medical Imaging and Graphics
(2021)
95,
102026
(doi: 10.1016/j.compmedimag.2021.102026)
Data‐Driven Identification of Turbulent Oceanic Mixing From Observational Microstructure Data
MMP Couchman, B Wynne‐Cattanach, MH Alford, CP Caulfield, RR Kerswell, JA MacKinnon, G Voet
– Geophysical Research Letters
(2021)
48,
e2021GL094978
(doi: 10.1029/2021gl094978)

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