Carola-Bibiane Schönlieb
University of Cambridge
H-index: 45
Europe-United Kingdom
Top articles of Carola-Bibiane Schönlieb
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Rapid artefact removal and H&E-stained tissue segmentation | Scientific Reports | BA Schreiber J Denholm F Jaeckle Mark J Arends KM Branson | 2024/1/3 |
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation | arXiv preprint arXiv:2402.18451 | Jiahao Huang Liutao Yang Fanwen Wang Yinzhe Wu Yang Nan | 2024/2/28 |
Bilevel Hypergraph Networks for Multi-Modal Alzheimer's Diagnosis | arXiv preprint arXiv:2403.12719 | Angelica I Aviles-Rivero Chun-Wun Cheng Zhongying Deng Zoe Kourtzi Carola-Bibiane Schönlieb | 2024/3/19 |
On The Temporal Domain of Differential Equation Inspired Graph Neural Networks | Moshe Eliasof Eldad Haber Eran Treister Carola-Bibiane B Schönlieb | 2024/4/18 | |
Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI | Computer Methods and Programs in Biomedicine | Simone Saitta Marcello Carioni Subhadip Mukherjee Carola-Bibiane Schönlieb Alberto Redaelli | 2024/2/7 |
Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes | Journal of Mathematical Imaging and Vision | Antonin Chambolle Claire Delplancke Matthias J Ehrhardt Carola-Bibiane Schönlieb Junqi Tang | 2024/3/16 |
Designing stable neural networks using convex analysis and odes | Physica D: Nonlinear Phenomena | Ferdia Sherry Elena Celledoni Matthias J Ehrhardt Davide Murari Brynjulf Owren | 2024/4/15 |
HAMLET: Graph Transformer Neural Operator for Partial Differential Equations | arXiv preprint arXiv:2402.03541 | Andrey Bryutkin Jiahao Huang Zhongying Deng Guang Yang Carola-Bibiane Schönlieb | 2024/2/5 |
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation | arXiv preprint arXiv:2404.05445 | Hong Ye Tan Ziruo Cai Marcelo Pereyra Subhadip Mukherjee Junqi Tang | 2024/4/8 |
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation | arXiv preprint arXiv:2403.09136 | Lipei Zhang Yanqi Cheng Lihao Liu Carola-Bibiane Schönlieb Angelica I Aviles-Rivero | 2024/3/14 |
NF-ULA: Normalizing Flow-Based Unadjusted Langevin Algorithm for Imaging Inverse Problems | SIAM Journal on Imaging Sciences | Ziruo Cai Junqi Tang Subhadip Mukherjee Jinglai Li Carola-Bibiane Schönlieb | 2024/6/30 |
Weakly Convex Regularisers for Inverse Problems: Convergence of Critical Points and Primal-Dual Optimisation | arXiv preprint arXiv:2402.01052 | Zakhar Shumaylov Jeremy Budd Subhadip Mukherjee Carola-Bibiane Schönlieb | 2024/2/1 |
The curious case of the test set AUROC | Nature Machine Intelligence | Michael Roberts Alon Hazan Sören Dittmer James HF Rudd Carola-Bibiane Schönlieb | 2024/4/4 |
Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study | Scientific Reports | Jiahao Huang Pedro F Ferreira Lichao Wang Yinzhe Wu Angelica I Aviles-Rivero | 2024/3/7 |
Provably convergent plug-and-play quasi-newton methods | SIAM Journal on Imaging Sciences | Hong Ye Tan Subhadip Mukherjee Junqi Tang Carola-Bibiane Schönlieb | 2024/6/30 |
CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting | Medical image analysis | Simon Graham Quoc Dang Vu Mostafa Jahanifar Martin Weigert Uwe Schmidt | 2024/2/1 |
Practical Acceleration of the Condat-V\~ u Algorithm | arXiv preprint arXiv:2403.17100 | Derek Driggs Matthias J Ehrhardt Carola-Bibiane Schönlieb Junqi Tang | 2024/3/25 |
A linear transportation lp distance for pattern recognition | Pattern Recognition | Oliver M Crook Mihai Cucuringu Tim Hurst Carola-Bibiane Schönlieb Matthew Thorpe | 2023/10/31 |
GRANOLA: Adaptive Normalization for Graph Neural Networks | arXiv preprint arXiv:2404.13344 | Moshe Eliasof Beatrice Bevilacqua Carola-Bibiane Schönlieb Haggai Maron | 2024/4/20 |
Hidden Knowledge: Mathematical Methods for the Extraction of the Fingerprint of Medieval Paper from Digital Images | arXiv preprint arXiv:2303.03794 | Tamara G Grossmann Carola-Bibiane Schönlieb Orietta Da Rold | 2023/3/7 |
Co-Authors
