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Carola‐Bibiane Schönlieb

university of cambridge

47H-index
652Paper Count
9.3KCitation Count
Published Papers 79
Publication Date
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Training-Free Dual Hyperbolic Adapters for Better Cross-Modal Reasoning
errIEEE Transactions on Multimedia
IF9.7
err2026-02-16
err0
PREAI
errYi Zhang; Chun-Wun Cheng; Junyi He; Ke Yu; Yushun Tang; Carola-Bibiane Schönlieb; Zhihai He; Angelica I. Aviles-Rivero
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Multi-Level Monte Carlo training of neural operators
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-02-10
err0
errOAAI
errJames Rowbottom; Stefania Fresca; Pietro Lio; Carola-Bibiane Schönlieb; Nicolas Boullé
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Neural Fields for Highly Accelerated 2D Cine Phase Contrast MRI
errAdvanced Science
IF14.1
err2026-02-03
err0
errOAAI
errPablo Arratia; Martin J. Graves; Mary McLean; Carolin Pirkl; Carola-Bibiane Schönlieb; Timo Schirmer; Florian Wiesinger; Matthias J. Ehrhardt
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Computer vision for extraction of environmental characteristics from street images: a scoping review of methods and applications
errJOURNAL OF TRANSPORT & HEALTH
IF3.3
err2026-01-21
err0
errOAAI
errKokka, Kyriaki; Huang, Yuru; Itova, Irena; Schonlieb, Carola Bibiane; Foley, Louise; Woodcock, James; Burgoine, Thomas
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errSave
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XI
IF0
err2026-01-01
err0
PREAI
errCheng, Chun-Wun; Zhao, Yining; Cheng, Yanqi; Montoya-Zegarra, Javier A.; Schonlieb, Carola-Bibiane; Aviles-Rivero, Angelica, I
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errSave
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs
errJournal of Computational Physics
IF3.8
err2025-12-05
err0
errOAAI
errChun-Wun Cheng; Jiahao Huang; Yi Zhang; Guang Yang; Carola-Bibiane Schönlieb; Angelica I. Aviles-Rivero
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Brain age prediction and early neurodegeneration detection using contrastive learning on brain biomechanics: a retrospective, multicentre study
erreBioMedicine
IF10.8
err2025-10-31
err0
errOAAI
errJakob Träuble; Lucy V. Hiscox; Curtis L. Johnson; Angelica Aviles-Rivero; Carola B. Schönlieb; Gabriele S. Kaminski Schierle
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Brain foundation models with hypergraph dynamic adapter for brain disease analysis
errPattern Recognition
IF7.6
err2025-10-12
err0
errOAAI
errZhongying Deng; Haoyu Wang; Ziyan Huang; Lipei Zhang; Angelica I. Aviles-Rivero; Chaoyu Liu; Junjun He; Zoe Kourtzi; Carola-Bibiane Schönlieb
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errSave
Learning homeomorphic image registration via conformal-invariant hyperelastic regularisation
errMedical Image Analysis
IF11.8
err2025-07-15
err0
PREAI
errJing Zou; Noémie Debroux; Lihao Liu; Jing Qin; Carola-Bibiane Schönlieb; Angelica I. Aviles-Rivero
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ADFound: A Foundation Model for Diagnosis and Prognosis of Alzheimer’s Disease
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-06-03
err0
PREAI
errGuangqian Yang; Kangrui Du; Zhihan Yang; Ye Du; Eva Yi Wah Cheung; Yongping Zheng; Mo Yang; Zoe Kourtzi; Carola-Bibiane Schönlieb; Shujun Wang; Alzheimer’s Disease Neuroimaging Initiative
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errSave
Review and recommendations for using artificial intelligence in intracoronary optical coherence tomography analysis
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2025-06-01
err1
errOAAI
errChen, Xu; Huang, Yuan; Jessney, Benn; Sangha, Jason; Gu, Sophie; Schonlieb, Carola-Bibiane; Bennett, Martin; Roberts, Michael
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errSave
Domain generalization and punch mark classification
errJOURNAL OF CULTURAL HERITAGE
IF3.3
err2025-03-01
err0
errOAAI
errPeaslee, Wallace; Wrapson, Lucy; Schonlieb, Carola-Bibiane
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errSave
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2025-02-01
err0
errOAAI
errDeng, Zhongying; Cheng, Yanqi; Liu, Lihao; Wang, Shujun; Ke, Rihuan; Schonlieb, Carola-Bibiane; Aviles-Rivero, Angelica I.
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Advancing the Frontiers of Deep Learning for Low-Dose 3D Cone-Beam CT Reconstruction
errIEEE Open Journal of Signal Processing
IF2.7
err2025-01-01
err0
errOAAI
errAnder Biguri; Subhadip Mukherjee; Xuzhi Zhao; Xi Liu; Xinyi Wang; Rui Yang; Yi Du; Yahui Peng; Mikael Brudfors; Mark Graham; Hyungon Ryu; Oliver Kutter; Andreas Hauptmann; Mustafa Al-Rubaye; Miika T. Nieminen; Mikael A. K. Brix; Austin Yunker; Rajkumar Kettimuthu; John C. Roeske; Sasidhar Alavala; Subrahmanyam Gorthi; Carola-Bibiane Schönlieb
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errSave
Artificial immunofluorescence in a flash: Rapid synthetic imaging from brightfield through residual diffusion
errNEUROCOMPUTING
IF6.5
err2025-01-01
err0
errOAAI
errXing, Xiaodan; Tang, Chunling; Murdoch, Siofra; Papanastasiou, Giorgos; Guo, Yunzhe; Xiao, Xianglu; Cross-Zamirski, Jan; Schonlieb, Carola-Bibiane; Liang, Kristina Xiao; Niu, Zhangming; Fang, Evandro Fei; Wang, Yinhai; Yang, Guang
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Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mamba
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-01-01
err0
errOAAI
errHuang, Jiahao; Yang, Liutao; Wang, Fanwen; Wu, Yinzhe; Nan, Yang; Wu, Weiwen; Wang, Chengyan; Shi, Kuangyu; Aviles-Rivero, Angelica I.; Schoenlieb, Carola-Bibiane; Zhang, Daoqiang; Yang, Guang
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Contrastive Registration for Unsupervised Medical Image Segmentation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-01-01
err4
errOAAI
errLiu, Lihao; Aviles-Rivero, Angelica I.; Schonlieb, Carola-Bibiane
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Multi-objective Bayesian optimization with enhanced features for adaptively improved glioblastoma partitioning and survival prediction
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2024-09-01
err0
PREAI
errLi, Yifan; Li, Chao; Wei, Yiran; Price, Stephen; Schonlieb, Carola-Bibiane; Chen, Xi
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The curious case of the test set AUROC (Apr, 10.1038/s42256-024-00817-7, 2024)
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-04-12
err0
errOAAI
errRoberts, Michael; Hazan, Alon; Dittmer, Soeren; Rudd, James H. F.; Schoenlieb, Carola-Bibiane
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The curious case of the test set AUROC
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-04-04
err1
PREAI
errRoberts, Michael; Hazan, Alon; Dittmer, Soren; Rudd, James H. F.; Schonlieb, Carola-Bibiane
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Research Directions

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Co-authors
Cooperation Journals
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Francisco Herrera
H-index: 169 · Papers: 1.3K
C
Carlos Caldas
H-index: 158 · Papers: 1.4K
D
Daniel Rueckert
H-index: 132 · Papers: 1.5K
J
John V. Heymach
H-index: 128 · Papers: 2.4K
陈晨 cover
陈晨 (C. L. Philip Chen)
H-index: 128 · Papers: 1.5K
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