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Currently displaying 1 - 20 of 600 publications

DREAM: Deep-Reparametrization of Adaptive Regularization Maps for Fast Zero-Shot Self-Supervised Learning

TT Vu, A Biguri, C Kolbitsch, L Calatroni, K Papafitsoros, A Kofler

(2026)

SurvSurf: a partially monotonic neural network for first-hitting time prediction of intermittently observed discrete and continuous sequential events

YK Chen, S Dittmer, K Bernatowicz, J Arús-Pous, K Bliznashki, J Aston, JHF Rudd, C-B Schönlieb, J Jones, M Roberts

– RSS: Data Science and Artificial Intelligence

(2026)

udag002

(doi: 10.1093/rssdat/udag002)

Learning piecewise-smooth dynamical systems

D Murari, E Jansson, CB OBE, C-B Schönlieb

(2026)

(link to publication)

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,

(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 and biology

(2026)

71,

105019

(doi: 10.1088/1361-6560/ae676e)

Welcome Message

– Proceedings International Symposium on Biomedical Imaging

(2026)

2026-April,

(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

– Nat Commun

(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