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J. Alison Noble
Professor, Engineering Science, University of Oxford
Joined
December 2017
Names
J. Alison Noble
(Preferred)
,
Alison Noble
Emails
****@eng.ox.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
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ORCID
LinkedIn
Wikipedia
Semantic Scholar
Career & Education History
Professor
Engineering Science,
University of Oxford
(ox.ac.uk)
1995
–
Present
Principal Researcher
GE Global Research,
General Electric
(ge.com)
1989
–
1994
PhD student
Engineering Science,
University of Oxford
(robots.ox.ac.uk)
1986
–
1989
Undergrad student
Engineering Science,
University of Oxford
(eng.ox.ac.uk)
1983
–
1986
Advisors, Relations & Conflicts
Coworker
Dima Damen
2020
–
Present
Coworker
Hakan Bilen
2020
–
Present
Coworker
Jianbo Jiao
2019
–
Present
Coworker
Andrew Zisserman
2015
–
Present
Coworker
Andrea Vedaldi
2015
–
Present
Coworker
Jens Rittscher
2014
–
Present
Coworker
Aris Papageorghiou
2008
–
Present
Postdoc Advisee
Zeyu Fu
2020
–
2022
Postdoc Advisee
Harshita Sharma
2016
–
2021
PhD Advisee
Weidi Xie
2014
–
2021
PhD Advisee
Mohammad Yaqub
2008
–
2020
Postdoc Advisee
Pierre Chatelain
2017
–
2019
PhD Advisee
Ruobing Huang
2015
–
2019
Coauthor
Mohammad Ali Maraci
2011
–
2018
PhD Advisee
Christopher Philip Bridge
2013
–
2017
Coauthor
Fenella Roseman
2016
–
2016
Coauthor
Angelo Cavallaro
2016
–
2016
Coauthor
Anil Kopuri
2014
–
2016
PhD Advisee
Carlos Arteta
2011
–
2016
Coauthor
Victor Lempitsky
2009
–
2016
Coauthor
Ross Upton
2015
–
2015
Coauthor
Bryn Kemp
2014
–
2015
Coauthor
Raffaele Napolitano
2012
–
2015
PhD Advisee
Richard Stebbing
2012
–
2015
Coauthor
Caroline Knight
2011
–
2015
Coauthor
Xavier Bresson
2014
–
2014
Coauthor
Jussi Tohka
2014
–
2014
Coauthor
Antonietta Pepe
2014
–
2014
Coauthor
Xavier Bresson
2014
–
2014
Coauthor
Changming Sun
2014
–
2014
Coauthor
Xavier Bresson
2014
–
2014
PhD Advisee
Sana Fathima
2011
–
2014
PhD Advisee
Bahbibi Rahmatullah
2011
–
2014
Coauthor
Raphael Prevost
2013
–
2013
Coauthor
David Roundhill
2013
–
2013
Coauthor
Benoit Mory
2013
–
2013
Coauthor
Oudom Somphone
2013
–
2013
Coauthor
Roberto Ardon
2013
–
2013
Coauthor
Roberto Ardon
2013
–
2013
PhD Advisee
Thomas Rackham
2013
–
2013
Coauthor
Amalia Cifor
2012
–
2013
Coauthor
Gerardine Quaghebeur
2012
–
2013
Coauthor
Joseph Hajnal
2012
–
2013
Coauthor
Amalia Cifor
2012
–
2013
Coauthor
Niranjan Joshi
2011
–
2011
Coauthor
Niranjan Joshi
2011
–
2011
PhD Advisee
Katherine Allen
2011
–
2011
PhD Advisee
Michael Verhoek
2009
–
2011
PhD Advisee
Piotr Orlowski
2008
–
2011
PhD Advisee
Kashif Rajpoot
2008
–
2011
Coauthor
Paul Summers
2001
–
2011
Coauthor
Luca Biasiolli
2010
–
2010
Coauthor
Andriy Myronenko
2010
–
2010
PhD Advisee
Nathan Cahill
2007
–
2010
PhD Advisee
Nathan Cahill
2007
–
2010
Coauthor
Nasir Rajpoot
2008
–
2008
Coauthor
Yiannis Ventikos
2008
–
2008
Coauthor
Lena Gorelick
2008
–
2008
Coauthor
Nasir Rajpoot
2008
–
2008
Coauthor
Lena Gorelick
2008
–
2008
PhD Advisee
Luke Beaumont
2008
–
2008
PhD Advisee
Grace Vesom
2008
–
2008
Coworker
Julia Schnabel
2008
–
2008
PhD Advisee
Ramã³n Casero
2008
–
2008
PhD Advisee
Sarina Mansor
2008
–
2008
Coauthor
David Hawkes
2002
–
2007
PhD Advisee
Abhisara Appaji
2006
–
2006
Coauthor
John Hipwell
2002
–
2005
Coauthor
Djamal Boukerroui
1999
–
2004
PhD Advisee
Albert Chung
1999
–
2004
Coauthor
Kawal Rhode
2003
–
2003
Coauthor
Graeme Penney
2003
–
2003
Postdoc Advisee
Lianghao Han
2002
–
2002
Coauthor
Gerardo Sanchez-ortiz
2000
–
2002
Coauthor
Joseph Mundy
1992
–
1998
Coauthor
Richard Hartley
1994
–
1995
Expertise
AI for science
2023
–
Present
medical image analysis
1995
–
Present
ultrasound image analysis
1995
–
Present
computer vision
1989
–
Present
Publications
Learning to Defer: A Survey
Joshua Strong
,
Emma Sun
,
Harry Rogers
,
Helen Higham
,
J. Alison Noble
OpenReview Archive Direct Upload
Readers:
Everyone
DECAF: De-Clustering for Adaptive Representational Unlearning
Anjie Le
,
Can Peng
,
Hongcheng Guo
,
J. Alison Noble
CATS@ICML26 Poster
Readers:
Everyone
FedAgentBench: Towards Automating Real-world Federated Medical Image Analysis with Server–Client LLM Agents
Pramit Saha
,
Joshua Strong
,
Divyanshu Mishra
,
Cheng Ouyang
,
Alison Noble
Submitted to ICLR 2026
Readers:
Everyone
U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding
Anjie Le
,
Henan Liu
,
wangyue
,
Zhenyu Liu
,
Rongkun Zhu
,
Taohan Weng
,
Jinze Yu
,
Boyang Wang
,
Yalun Wu
,
Kaiwen Yan
,
Quanlin Sun
,
Meirui Jiang
,
Jialun Pei
,
Siya Liu
,
Haoyun Zheng
,
Zhoujun Li
,
Alison Noble
,
Jacques Souquet
,
Xiaoqing Guo
,
Manxi Lin
et al. (1 additional authors not shown)
ICLR 2026 Poster
Readers:
Everyone
Identity-Free Deferral For Unseen Experts
Joshua Strong
,
Pramit Saha
,
Yasin Ibrahim
,
Cheng Ouyang
,
Alison Noble
ICLR 2026 Poster
Readers:
Everyone
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging
Felix Wagner
,
Pramit Saha
,
Harry Anthony
,
Alison Noble
,
Konstantinos Kamnitsas
NeurIPS 2025 poster
Readers:
Everyone
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation
Divyanshu Mishra
,
Mohammadreza Salehi
,
Pramit Saha
,
Olga Patey
,
Aris T Papageorghiou
,
Yuki M Asano
,
Alison Noble
NeurIPS 2025 poster
Readers:
Everyone
Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning
Ana I L Namburete
,
Andrew Zisserman
,
Weidi Xie
,
Mohammad Yaqub
,
Alison Noble
Medical Image Analysis
Readers:
Everyone
Federated Continual 3D Segmentation With Single-round Communication
Can Peng
,
Qianhui Men
,
Pramit Saha
,
Qianye Yang
,
Cheng Ouyang
,
J. Alison Noble
CoRR 2025
Readers:
Everyone
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
Pramit Saha
,
Divyanshu Mishra
,
Netzahualcoyotl Hernandez-Cruz
,
Olga Patey
,
Aris T. Papageorghiou
,
Yuki M. Asano
,
J. Alison Noble
CoRR 2025
Readers:
Everyone
View all 381 publications
Co-Authors
A. Emre Kavur
A. T. Tran
A. Zia
Aaron Heller
Abdolrahim Kadkhodamohammadi
Abhisara A. Appaji
Adam Shephard
Adeala T. Zabair
Adrian Galdran
Adrian P. Banning
Adrien Depeursinge
Albert C. S. Chung
Alessa Hering
Alessandro Casella
Alessandro Foi
Alexander D. Gleed
Alexander Ehlgen
Ali Emre Kavur
Alice Self
Amalia Cifor
Amine Yamlahi
Amir Pourmorteza
Ana I L Namburete
Ana I. L. Namburete
Ana Ineyda Luisa Namburete
View all 494 co-authors