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  • Currently displaying 61 - 80 of 600 publications
The Art of Inpainting
S Parisotto, P Vitoria, C Ballester, A Bugeau, S Reynolds, C-B Schönlieb
(2025)
1
(doi: 10.1017/9781009585965)
Smooth Model Compression without Fine-Tuning
C Runkel, NK Meli, J Lukasik, A Biguri, C-B Schönlieb, M Moeller
(2025)
(link to publication)
Approximation theory for 1-Lipschitz ResNets
D Murari, T Furuya, C-B Schönlieb
(2025)
(link to publication)
Enhanced Denoising and Convergent Regularisation Using Tweedie Scaling
N Khelifa, C-B Schönlieb, F Sherry
– Lecture Notes in Computer Science
(2025)
15667,
185
(doi: 10.1007/978-3-031-92366-1_15)
Stochastic Primal-Dual Three Operator Splitting Algorithm with Extension to Equivariant Regularization-by-Denoising
J Tang, MJ Ehrhardt, C-B Schönlieb
– Lecture Notes in Computer Science
(2025)
15668 LNCS,
30
(doi: 10.1007/978-3-031-92369-2_3)
Review and recommendations for using artificial intelligence in intracoronary optical coherence tomography analysis.
X Chen, Y Huang, B Jessney, J Sangha, S Gu, C-B Schönlieb, M Bennett, M Roberts
– European Heart Journal - Digital Health
(2025)
6,
529
(doi: 10.1093/ehjdh/ztaf053)
The extended adjoint state and nonlinearity in correlation-based passive imaging
TTN Nguyen
(2025)
(link to publication)
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)
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)
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)
Parameter choices in HaarPSI for IQA with medical images
C Karner, J Gröhl, I Selby, J Babar, J Beckford, TR Else, TJ Sadler, S Shahipasand, A Thavakumar, M Roberts, JHF Rudd, C-B Schönlieb, JR Weir-McCall, A Breger
(2025)
(doi: 10.48550/arxiv.2410.24098)
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)
From Euler-Jacobi to Bogoyavlensky and back
D Murari, N Sansonetto
(2025)
(link to publication)
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)
Noisier2Inverse: Self-Supervised Learning for Image Reconstruction with Correlated Noise
N Gruber, J Schwab, M Haltmeier, A Biguri, C Dlaska, G Hwang
(2025)
(link to publication)
Enhancing Fourier Neural Operators with Local Spatial Features
C Liu, D Murari, L Liu, Y Li, C Budd, C-B Schönlieb
(2025)
(link to publication)
Approximation properties of neural ODEs
AD Marinis, D Murari, E Celledoni, N Guglielmi, B Owren, F Tudisco
(2025)
(link to publication)
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)
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, A-C Collaboration, C-B Schönlieb
(2025)
(doi: 10.48550/arxiv.2405.19097)
(link to publication)

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