Samuele Papa PhD student @ University of Amsterdam and The Netherlands Cancer Institute

Publications

How to Train Neural Field Representations: A Comprehensive Study and Benchmark

@ CVPR 2024

Samuele Papa

Riccardo Valperga

David Knigge

Miltiadis Kofinas

Phillip Lippe

Jan-Jakob Sonke

Efstratios Gavves

How to Train Neural Field Representations: A Comprehensive Study and Benchmark

Neural Modulation Fields for Conditional Cone Beam Neural Tomography

@ ICML 2023

Samuele Papa

David Knigge

Riccardo Valperga

Nikita Moriakov

Miltiadis Kofinas

Jan-Jakob Sonke

Efstratios Gavves

Neural Modulation Fields for Conditional Cone Beam Neural Tomography

Noise2Aliasing: Unsupervised Deep Learning for Aliasing and Noise Reduction in 4DCBCT

@ MICCAI 2023

Samuele Papa

Efstration Gavves

Jan-Jakob Sonke

Noise2Aliasing: Unsupervised Deep Learning for Aliasing and Noise Reduction in 4DCBCT

Inductive Biases for Object-Centric Representations in the Presence of Complex Textures

@ Causal Representation Learning workshop (UAI CRL 2022)

Samuele Papa

Ole Winther

Andrea Dittadi

Inductive Biases for Object-Centric Representations in the Presence of Complex Textures

Generalization and Robustness Implications in Object-Centric Learning

@ ICML 2022

Andrea Dittadi

Samuele Papa

Michele De Vita

Bernard Schölkopf

Ole Winther

Francesco Locatello

Generalization and Robustness Implications in Object-Centric Learning