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Valentina Salvatelli
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 8
Top Topics
Extreme Events
Top Venues
CoRR
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Publications
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Fernando Pérez-García
,
Harshita Sharma
,
Sam Bond-Taylor
,
Kenza Bouzid
,
Valentina Salvatelli
,
Maximilian Ilse
,
Shruthi Bannur
,
Daniel C. Castro
,
Anton Schwaighofer
,
Matthew P. Lungren
,
Maria Wetscherek
,
Noel Codella
,
Stephanie L. Hyland
,
Javier Alvarez-Valle
,
Ozan Oktay
RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision.
CoRR
(2024)
Stephanie L. Hyland
,
Shruthi Bannur
,
Kenza Bouzid
,
Daniel C. Castro
,
Mercy Ranjit
,
Anton Schwaighofer
,
Fernando Pérez-García
,
Valentina Salvatelli
,
Shaury Srivastav
,
Anja Thieme
,
Noel Codella
,
Matthew P. Lungren
,
Maria Teodora Wetscherek
,
Ozan Oktay
,
Javier Alvarez-Valle
MAIRA-1: A specialised large multimodal model for radiology report generation.
CoRR
(2023)
Fernando Pérez-García
,
Sam Bond-Taylor
,
Pedro P. Sanchez
,
Boris van Breugel
,
Daniel C. Castro
,
Harshita Sharma
,
Valentina Salvatelli
,
Maria T. A. Wetscherek
,
Hannah Richardson
,
Matthew P. Lungren
,
Aditya V. Nori
,
Javier Alvarez-Valle
,
Ozan Oktay
,
Maximilian Ilse
RadEdit: stress-testing biomedical vision models via diffusion image editing.
CoRR
(2023)
Valentina Salvatelli
,
Luiz F. G. dos Santos
,
Souvik Bose
,
Brad Neuberg
,
Mark C. M. Cheung
,
Miho Janvier
,
Meng Jin
,
Yarin Gal
,
Atilim Gunes Baydin
Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image Translation.
CoRR
(2022)
Vít Ruzicka
,
Anna Vaughan
,
Daniele De Martini
,
James Fulton
,
Valentina Salvatelli
,
Chris Bridges
,
Gonzalo Mateo-Garcia
,
Valentina Zantedeschi
Unsupervised Change Detection of Extreme Events Using ML On-Board.
CoRR
(2021)
Luiz F. G. dos Santos
,
Souvik Bose
,
Valentina Salvatelli
,
Brad Neuberg
,
Mark C. M. Cheung
,
Miho Janvier
,
Meng Jin
,
Yarin Gal
,
Paul Boerner
,
Atilim Günes Baydin
Multi-Channel Auto-Calibration for the Atmospheric Imaging Assembly using Machine Learning.
CoRR
(2020)
Valentina Salvatelli
,
Souvik Bose
,
Brad Neuberg
,
Luiz F. G. dos Santos
,
Mark C. M. Cheung
,
Miho Janvier
,
Atilim Gunes Baydin
,
Yarin Gal
,
Meng Jin
Using U-Nets to Create High-Fidelity Virtual Observations of the Solar Corona.
CoRR
(2019)
Brad Neuberg
,
Souvik Bose
,
Valentina Salvatelli
,
Luiz F. G. dos Santos
,
Mark C. M. Cheung
,
Miho Janvier
,
Atilim Gunes Baydin
,
Yarin Gal
,
Meng Jin
Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning.
CoRR
(2019)