Using U-Nets to Create High-Fidelity Virtual Observations of the Solar Corona. - Valentina Salvatelli; Souvik Bose; Brad Neuberg; Luiz F. G. dos Santos; Mark C. M. Cheung; Miho Janvier; Atilim Gunes Baydin; Yarin Gal; Meng Jin (CoRR, 2019)

Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning. - Brad Neuberg; Souvik Bose; Valentina Salvatelli; Luiz F. G. dos Santos; Mark C. M. Cheung; Miho Janvier; Atilim Gunes Baydin; Yarin Gal; Meng Jin (CoRR, 2019)

Multi-Channel Auto-Calibration for the Atmospheric Imaging Assembly using Machine Learning. - 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 (CoRR, 2020)

Unsupervised Change Detection of Extreme Events Using ML On-Board. - Vít Ruzicka; Anna Vaughan; Daniele De Martini; James Fulton; Valentina Salvatelli; Chris Bridges 001; Gonzalo Mateo-Garcia; Valentina Zantedeschi (CoRR, 2021)

Exploring the Limits of Synthetic Creation of Solar EUV Images via Image-to-Image Translation. - Valentina Salvatelli; Luiz F. G. dos Santos; Souvik Bose; Brad Neuberg; Mark C. M. Cheung; Miho Janvier; Meng Jin; Yarin Gal; Atilim Gunes Baydin (CoRR, 2022)

MAIRA-1: A specialised large multimodal model for radiology report generation. - 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; et al. (CoRR, 2023)

MAIRA at RRG24: A specialised large multimodal model for radiology report generation. - Shaury Srivastav; Mercy Ranjit; Fernando Pérez-García; Kenza Bouzid; Shruthi Bannur; Daniel C. Castro; Anton Schwaighofer; Harshita Sharma; Maximilian Ilse; Valentina Salvatelli; Sam Bond-Taylor; Fabian Falck; et al. (BioNLP@ACL, 2024)

RadEdit: Stress-Testing Biomedical Vision Models via Diffusion Image Editing. - 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; et al. (ECCV (12), 2024)

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models. - Harshita Sharma; Valentina Salvatelli; Shaury Srivastav; Kenza Bouzid; Shruthi Bannur; Daniel C. Castro; Maximilian Ilse; Sam Bond-Taylor; Mercy Prasanna Ranjit; Fabian Falck; Fernando Pérez-García; Anton Schwaighofer; et al. (ML4H@NeurIPS, 2024)

RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision. - 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; et al. (CoRR, 2024)

MAIRA-2: Grounded Radiology Report Generation. - Shruthi Bannur; Kenza Bouzid; Daniel C. Castro; Anton Schwaighofer; Sam Bond-Taylor; Maximilian Ilse; Fernando Pérez-García; Valentina Salvatelli; Harshita Sharma; Felix Meissen; Mercy Ranjit; Shaury Srivastav; et al. (CoRR, 2024)

Exploring scalable medical image encoders beyond text supervision. - 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 Teodora Wetscherek; Noel Codella; et al. (Nat. Mac. Intell., 2025)