I am Samuele Papa an engineer and research enthusiast with a strong background in information engineering, computer engineering, and artificial intelligence. I proudly completed both an MSc (cum laude) in Computer Engineering from the University of Padova and an MSc in Human-Centered Artificial Intelligence from the Technical University of Denmark in 2021.
I am a Ph.D. candidate at the University of Amsterdam and the Netherlands Cancer Institute, at the POP-AART Lab, in collaboration with Elekta. As a lab, we focus on personalized adaptive online radiotherapy using artificial intelligence techniques.
Under the guidance of supervisors Jan-Jakob Sonke and Efstratios Gavves, my research centers on utilizing deep generative models to improve imaging techniques. I'm passionate about bridging the gap between advanced technology and applications, and I believe that interdisciplinary expertise will be the key to solving the most challenging problems of our time.
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
@ CVPR 2024Samuele Papa
Riccardo Valperga
David Knigge
Miltiadis Kofinas
Phillip Lippe
Jan-Jakob Sonke
Efstratios Gavves
Neural Modulation Fields for Conditional Cone Beam Neural Tomography
@ SynS & ML workshop (ICML 2023)Samuele Papa
David Knigge
Riccardo Valperga
Nikita Moriakov
Miltiadis Kofinas
Jan-Jakob Sonke
Efstratios Gavves
Noise2Aliasing: Unsupervised Deep Learning for Aliasing and Noise Reduction in 4DCBCT
@ MICCAI 2023Samuele Papa
Efstration Gavves
Jan-Jakob Sonke
Generalization and Robustness Implications in Object-Centric Learning
@ ICML 2022Andrea Dittadi
Samuele Papa
Michele De Vita
Bernard Schölkopf
Ole Winther
Francesco Locatello