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  • Currently displaying 1 - 20 of 523 publications
DiffShape: Decoupling Shape Priors with Conditional Diffusion for Robust Brain Extraction.
Y Li, Z Li, H Wang, Y Lu, C-B Schonlieb, C Li, X Chen
– IEEE transactions on medical imaging
(2026)
PP,
1
(doi: 10.1109/TMI.2026.3716658)
1-Lipschitz Neural Networks on Hadamard Manifolds
D Murari, M Ghirardelli, B Adcock, E Celledoni, B Owren, C-B Schönlieb
(2026)
(link to publication)
DeepCormack: Fermi surface tomography using model-based data-driven algorithms
GFB Lovric, B Drury, C-B Schönlieb, SB Dugdale, A Biguri
(2026)
(link to publication)
Design Choices in Splitting-Based Self-Supervised Sparse-View CT Reconstruction
N Gruber, L Neumann, A Biguri, G Hwang, M Haltmeier, J Schwab
(2026)
(link to publication)
The Extended Adjoint State and Nonlinearity in Correlation-Based Passive Imaging
TTN Nguyen
– SIAM Journal on Applied Mathematics
(2026)
86,
1076
(doi: 10.1137/25M1754303)
Real-time CBCT reconstructions using Krylov solvers in repeated scanning procedures
F Hastings, SM Ragib Shahriar Islam, M Sabaté Landman, S Hatamikia, C-B Schönlieb, A Biguri
– Physics in Medicine & Biology
(2026)
71,
105019
(doi: 10.1088/1361-6560/ae676e)
Welcome Message (Cont.)
– 2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)
(2026)
2026-April,
1
(doi: 10.1109/ISBI61048.2026.11516038)
Linear Toroidal‐Inertial Waves on A Differentially Rotating Sphere with Application to Helioseismology: Modeling, Forward and Inverse Problems
TTN Nguyen, D Fournier, L Gizon, T Hohage
– Mathematical Methods in the Applied Sciences
(2026)
49,
14122
(doi: 10.1002/mma.70775)
Deep learning based Non-Rigid Volume-to-Surface Registration for Brain Shift compensation Using Point Cloud
EJ Muniya, G Kronreif, A Biguri, W Birkfellner, S Hatamikia
(2026)
(link to publication)
No-reference based automatic parameter optimization for iterative reconstruction using a novel search space aware crow search algorithm
P MohammadiNasab, A Biguri, P Steininger, P Keuschnigg, L Lamminger, A Lach, SMRS Islam, A Breger, C Karner, C-B Schönlieb, W Birkfellner, S Hatamikia
(2026)
(link to publication)
Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling
S Megas, DG Chen, K Polanski, H Asadollahzadeh, M Eliasof, C-B Schönlieb, SA Teichmann
– Nature Communications
(2026)
17,
4126
(doi: 10.1038/s41467-026-69856-5)
Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds
HY Tan, S Mukherjee, J Tang, C-B Schönlieb
– Proceedings of the AAAI Conference on Artificial Intelligence
(2026)
40,
25761
(doi: 10.1609/aaai.v40i30.39774)
Approximation Theory for Lipschitz Continuous Transformers
T Furuya, D Murari, C-B Schönlieb
(2026)
(link to publication)
Training-Free Dual Hyperbolic Adapters for Better Cross-Modal Reasoning
Y Zhang, C-W Cheng, J He, K Yu, Y Tang, C-B Schönlieb, Z He, AI Aviles-Rivero
– IEEE Transactions on Multimedia
(2026)
28,
5450
(doi: 10.1109/TMM.2026.3664982)
Data assimilation via model reference adaptation for linear and nonlinear dynamical systems
B Kaltenbach, C Aarset, TTN Nguyen
(2026)
(link to publication)
Multi-Level Monte Carlo training of neural operators
J Rowbottom, S Fresca, P Lio, C-B Schönlieb, N Boullé
– Computer Methods in Applied Mechanics and Engineering
(2026)
453,
118800
(doi: 10.1016/j.cma.2026.118800)
Multi-Level Monte Carlo Training of Neural Operators.
J Rowbottom, S Fresca, P Lio, C-B Schönlieb, N Boullé
(2026)
(doi: 10.48550/arxiv.2505.12940)
(link to publication)
Neural Fields for Highly Accelerated 2D Cine Phase Contrast MRI
P Arratia, MJ Graves, M McLean, C Pirkl, C-B Schönlieb, T Schirmer, F Wiesinger, MJ Ehrhardt
– Adv Sci (Weinh)
(2026)
e19788
(doi: 10.1002/advs.202519788)
From Euler-Jacobi to Bogoyavlenskij and back
D Murari, N Sansonetto
– Nonlinearity
(2026)
39,
015016
(doi: 10.1088/1361-6544/ae341c)
Learning regularization functionals for inverse problems: a comparative study
J Hertrich, HS Wong, A Denker, S Ducotterd, Z Fang, M Haltmeier, Ž Kereta, E Kobler, O Leong, MS Salehi, C-B Schönlieb, J Schwab, Z Shumaylov, J Sulam, GS Wache, M Zach, Y Zhang, MJ Ehrhardt, S Neumayer
– Handbook of Numerical Analysis
(2026)
(doi: 10.1016/bs.hna.2026.04.001)

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