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Stefano B. Blumberg
PhD student, University College London
Joined
February 2020
Names
Stefano B. Blumberg
(Preferred)
,
Stefano B Blumberg
Emails
****@ucl.ac.uk
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
PhD student
University College London
(ucl.ac.uk)
2017
–
Present
Intern
Facebook/Meta
(fb.com)
2021
–
2021
Intern
Amazon Lab 126
(lab126.com)
2020
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Daniel Alexander
2017
–
Present
PhD Advisor
Iasonas Kokkinos
2017
–
Present
Expertise
Me
Present
Publications
Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection
Stefano B. Blumberg
,
Paddy J. Slator
,
Daniel C. Alexander
ICLR 2024 poster
Readers:
Everyone
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems
Oliver Slumbers
,
David Henry Mguni
,
Stefano B Blumberg
,
Stephen Marcus McAleer
,
Yaodong Yang
,
Jun Wang
ICML 2023 Poster
Readers:
Everyone
Low-field magnetic resonance image enhancement via stochastic image quality transfer
Hongxiang Lin
,
Matteo Figini
,
Felice D'Arco
,
Godwin Ogbole
,
Ryutaro Tanno
,
Stefano B. Blumberg
,
Lisa Ronan
,
Biobele J. Brown
,
David W. Carmichael
,
Ikeoluwa Lagunju
,
Judith Helen Cross
,
Delmiro Fernandez-Reyes
,
Daniel C. Alexander
Published: 01 Jan 2023, Last Modified: 15 May 2023
CoRR 2023
Readers:
Everyone
An Experiment Design Paradigm using Joint Feature Selection and Task Optimization
Stefano B Blumberg
,
Hongxiang Lin
,
Yukun Zhou
,
Paddy John Slator
,
Daniel C. Alexander
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
Submitted to ICLR 2023
Readers:
Everyone
Deformably-Scaled Transposed Convolution
Stefano B. Blumberg
,
Daniele Ravì
,
Mou-Cheng Xu
,
Matteo Figini
,
Iasonas Kokkinos
,
Daniel C. Alexander
2022 (modified: 22 Nov 2022)
CoRR 2022
Readers:
Everyone
Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-supervised Machine Learning
Jason P. Lim
,
Stefano B. Blumberg
,
Neil Narayan
,
Sean C. Epstein
,
Daniel C. Alexander
,
Marco Palombo
,
Paddy J. Slator
Published: 01 Jan 2022, Last Modified: 15 May 2023
CDMRI@MICCAI 2022
Readers:
Everyone
An Experiment Design Paradigm using Joint Feature Selection and Task Optimization
Stefano B. Blumberg
,
Hongxiang Lin
,
Yukun Zhou
,
Paddy Slator
,
Daniel C. Alexander
Published: 01 Jan 2022, Last Modified: 15 May 2023
CoRR 2022
Readers:
Everyone
VAFO-Loss: VAscular Feature Optimised Loss Function for Retinal Artery/Vein Segmentation
Yukun Zhou
,
Moucheng Xu
,
Yipeng Hu
,
Stefano B. Blumberg
,
An Zhao
,
Siegfried K. Wagner
,
Pearse A. Keane
,
Daniel C. Alexander
Published: 01 Jan 2022, Last Modified: 15 May 2023
CoRR 2022
Readers:
Everyone
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation
Mou-Cheng Xu
,
Yukun Zhou
,
Chen Jin
,
Stefano B. Blumberg
,
Frederick J. Wilson
,
Marius de Groot
,
Daniel C. Alexander
,
Neil P. Oxtoby
,
Joseph Jacob
Published: 01 Jan 2022, Last Modified: 15 May 2023
CoRR 2022
Readers:
Everyone
Progressive Subsampling for Oversampled Data - Application to Quantitative MRI
Stefano B. Blumberg
,
Hongxiang Lin
,
Francesco Grussu
,
Yukun Zhou
,
Matteo Figini
,
Daniel C. Alexander
Published: 01 Jan 2022, Last Modified: 15 May 2023
MICCAI (6) 2022
Readers:
Everyone
View all 31 publications
Co-Authors
Adriano S. Koshiyama
Adrià Casamitjana
Alexander Grimwood
Alexandra L. Young
An Zhao
Anita Rau
Arman Eshaghi
Baris Kanber
Benoit Scherrer
Biobele J. Brown
Can Son Khoo
Cemre Zor
Chantal M. W. Tax
Chen Jin
Daniel C. Alexander
Daniele Ravì
Daniil I. Nikitichev
David Henry Mguni
David W. Carmichael
Dean C. Barratt
Delmiro Fernandez-Reyes
Elisenda Bonet-Carne
Enrico Kaden
Ester Bonmati
Fabio S. Ferreira
View all 99 co-authors