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Cantab Capital Institute for the Mathematics of Information

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  • Currently displaying 101 - 120 of 1999 publications
Learning Regularization for Graph Inverse Problems
M Eliasof, MSR Siddiqui, C-B Schönlieb, E Haber
– Proceedings of the Aaai Conference on Artificial Intelligence
(2025)
39,
16471
(doi: 10.1609/aaai.v39i16.33809)
Iterative Operator Sketching Framework for Large-Scale Imaging Inverse Problems
J Tang, S Mukherjee, C-B Schönlieb
– ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings
(2025)
00,
1
(doi: 10.1109/icassp49660.2025.10890355)
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations
Y Zhang, C-W Cheng, J He, Z He, C-B Schönlieb, Y Chen, AI Aviles-Rivero
– Proceedings of the Aaai Conference on Artificial Intelligence
(2025)
39,
10302
(doi: 10.1609/aaai.v39i10.33118)
On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems
A Gravina, M Eliasof, C Gallicchio, D Bacciu, C-B Schönlieb
– Proceedings of the AAAI Conference on Artificial Intelligence
(2025)
39,
16906
(doi: 10.1609/aaai.v39i16.33858)
Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction
L Yang, J Huang, Y Fang, AI Aviles-Rivero, C-B Schönlieb, D Zhang, G Yang
– IEEE Transactions on Instrumentation and Measurement
(2025)
74,
1
(doi: 10.1109/TIM.2025.3554318)
Enhancing Brain Age Prediction and Neurodegeneration Detection with Contrastive Learning on Regional Biomechanical Properties
J Träuble, LV Hiscox, C Johnson, A Aviles-Rivero, CB Schönlieb, GSK Schierle
(2025)
(doi: 10.1101/2025.03.25.645330)
A study of why we need to reassess full reference image quality assessment with medical images
A Breger, A Biguri, MS Landman, I Selby, N Amberg, E Brunner, J Gröhl, S Hatamikia, C Karner, L Ning, S Dittmer, M Roberts, AIX-COVNET Collaboration, C-B Schönlieb
– Journal of imaging informatics in medicine
(2025)
38,
3444
(doi: 10.1007/s10278-025-01462-1)
Modelling dispersion in stratified turbulent flows as a resetting process
C-C Caulfield, N Petropoulos, S de Bruyn Kops
(2025)
(doi: 10.5194/egusphere-egu25-14086)
A Lagrangian view of mixing in stratified shear flows
X Zhou, J Taylor, C-C Caulfield
(2025)
(doi: 10.5194/egusphere-egu25-7453)
TIGRE v3: Efficient and easy to use iterative computed tomographic reconstruction toolbox for real datasets
A Biguri, T Sadakane, R Lindroos, Y Liu, MS Landman, Y Du, M Lohvithee, S Kaser, S Hatamikia, R Bryll, E Valat, S Wonglee, T Blumensath, C-B Schönlieb
– Engineering Research Express
(2025)
7,
015011
(doi: 10.1088/2631-8695/adbb3a)
Domain generalization and punch mark classification
W Peaslee, L Wrapson, C-B Schönlieb
– Journal of Cultural Heritage
(2025)
72,
226
(doi: 10.1016/j.culher.2025.02.001)
On a conjecture of Marton
WT Gowers, B Green, F Manners, T Tao
– Annals of Mathematics
(2025)
201,
515
(doi: 10.4007/annals.2025.201.2.5)
On the caveats of AI autophagy
X Xing, F Shi, J Huang, Y Wu, Y Nan, S Zhang, Y Fang, M Roberts, C-B Schönlieb, J Del Ser, G Yang
– Nature Machine Intelligence
(2025)
7,
172
(doi: 10.1038/s42256-025-00984-1)
Conscious and unconscious processes in vision and homeostasis
AS Fokas, NK Logothetis
– Frontiers in Behavioral Neuroscience
(2025)
19,
1516127
(doi: 10.3389/fnbeh.2025.1516127)
The Troublesome Kernel: On Hallucinations, No Free Lunches, and the Accuracy-Stability Tradeoff in Inverse Problems
A Hansen
– SIAM Review
(2025)
(doi: 10.1137/23M1568739)
A Pipeline for Automated Quality Control of Chest Radiographs
IA Selby, E González Solares, A Breger, M Roberts, L Escudero Sánchez, J Babar, JHF Rudd, NA Walton, E Sala, C-B Schönlieb, JR Weir-McCall, AIX-COVNET Collaboration
– Radiology. Artificial intelligence
(2025)
7,
e240003
(doi: 10.1148/ryai.240003)
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey
A Essakine, Y Cheng, CW Cheng, L Zhang, Z Deng, L Zhu, CB Schönlieb, AI Aviles-Rivero
– Transactions on Machine Learning Research
(2025)
2025-February,
1
Tight relations and equivalences between smooth relative entropies
B Regula, L Lami, N Datta
(2025)
(link to publication)
  Prandtl Number Effects on Extreme Mixing Events in Forced Stratified Turbulence
C-CP Caulfield, N Petropoulos, MMP Couchman, S de Bruyn Kops, A Mashayek
(2025)
(doi: 10.5194/egusphere-egu24-3494)
Evidence Communication Rules for Policy (ECR-P) critical appraisal tool
E Danopoulos, JAD Aston, A Shah, CR Schneider
– Syst Rev
(2025)
14,
10
(doi: 10.1186/s13643-025-02757-8)

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