Samuele Papa

20 papers A* 5Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination.
ICLR
Leonardo Barcellona, Andrii Zadaianchuk, Davide Allegro, Samuele Papa, Stefano Ghidoni, Efstratios Gavves
2025 A* conf
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models.
ICLR
Amir Mohammad Karimi-Mamaghan, Samuele Papa, Karl Henrik Johansson, Stefan Bauer, Andrea Dittadi
2025 A* conf
Grounding Continuous Representations in Geometry: Equivariant Neural Fields.
ICLR
David R. Wessels, David M. Knigge, Riccardo Valperga, Samuele Papa, Sharvaree P. Vadgama, Efstratios Gavves, Erik J. Bekkers
2024 J jnl
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination.
CoRR
Leonardo Barcellona, Andrii Zadaianchuk, Davide Allegro, Samuele Papa, Stefano Ghidoni, Efstratios Gavves
2024 J jnl
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models.
CoRR
Amir Mohammad Karimi-Mamaghan, Samuele Papa, Karl Henrik Johansson, Stefan Bauer, Andrea Dittadi
2024 J jnl
From MLP to NeoMLP: Leveraging Self-Attention for Neural Fields.
CoRR
Miltiadis Kofinas, Samuele Papa, Efstratios Gavves
2024 J jnl
Grounding Continuous Representations in Geometry: Equivariant Neural Fields.
CoRR
David R. Wessels, David M. Knigge, Samuele Papa, Riccardo Valperga, Sharvaree P. Vadgama, Efstratios Gavves, Erik J. Bekkers
2024 A* conf
How to Train Neural Field Representations: A Comprehensive Study and Benchmark.
CVPR
Samuele Papa, Riccardo Valperga, David M. Knigge, Miltiadis Kofinas, Phillip Lippe, Jan-Jakob Sonke, Efstratios Gavves
2024 J jnl
NARAIM: Native Aspect Ratio Autoregressive Image Models.
CoRR
Daniel Gallo Fernández, Robert van der Klis, Razvan-Andrei Matisan, Janusz Partyka, Efstratios Gavves, Samuele Papa, Phillip Lippe
2024 J jnl
NeuralDEM - Real-time Simulation of Industrial Particulate Flows.
CoRR
Benedikt Alkin, Tobias Kronlachner, Samuele Papa, Stefan Pirker, Thomas Lichtenegger, Johannes Brandstetter
2024 J jnl
Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge.
IEEE Trans. Medical Imaging
Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I. Sánchez, Keelin Murphy
2024 J jnl
Nodule detection and generation on chest X-rays: NODE21 Challenge.
CoRR
Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I. Sánchez, Keelin Murphy
2024 A* conf
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields.
NeurIPS
David M. Knigge, David R. Wessels, Riccardo Valperga, Samuele Papa, Jan-Jakob Sonke, Erik J. Bekkers, Efstratios Gavves
2024 J jnl
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields.
CoRR
David M. Knigge, David R. Wessels, Riccardo Valperga, Samuele Papa, Jan-Jakob Sonke, Efstratios Gavves, Erik J. Bekkers
2023 J jnl
How to Train Neural Field Representations: A Comprehensive Study and Benchmark.
CoRR
Samuele Papa, Riccardo Valperga, David M. Knigge, Miltiadis Kofinas, Phillip Lippe, Jan-Jakob Sonke, Efstratios Gavves
2023 J jnl
Neural Modulation Fields for Conditional Cone Beam Neural Tomography.
CoRR
Samuele Papa, David M. Knigge, Riccardo Valperga, Nikita Moriakov, Miltos Kofinas, Jan-Jakob Sonke, Efstratios Gavves
2023 — conf
Noise2Aliasing: Unsupervised Deep Learning for View Aliasing and Noise Reduction in 4DCBCT.
MICCAI (10)
Samuele Papa, Efstratios Gavves, Jan-Jakob Sonke
2023 J jnl
RecFusion: A Binomial Diffusion Process for 1D Data for Recommendation.
CoRR
Gabriel Bénédict, Olivier Jeunen, Samuele Papa, Samarth Bhargav, Daan Odijk, Maarten de Rijke
2022 J jnl
Inductive Biases for Object-Centric Representations in the Presence of Complex Textures.
CoRR
Samuele Papa, Ole Winther, Andrea Dittadi
2021 J jnl
Generalization and Robustness Implications in Object-Centric Learning.
CoRR
Andrea Dittadi, Samuele Papa, Michele De Vita, Bernhard Schölkopf, Ole Winther, Francesco Locatello