SP
Samuele Papa
cs.CVcs.LGcs.AIeess.IVstat.ML4DCBCTAlgorithmscs.IRcs.NEcs.RO
On Valency
published · living versionsW_5txyfx4z·v1 · currentpublished
Preprints & journals
15 papers in the corpus · 2021–2026Robustness of deep learning-based denoising 4DCBCT methods.42748962 · Papa, Samuele, Gavves, Efstratios, Sonke, Jan-Jakob2026 · 0 citationsPhysics in medicine and biology. 2026;71(19)
AsyncPatch Diffusion: spatially-flexible image generation2606.07079v1 · Samuele Papa, Valentin De Bortoli, Guillaume Couairon et al.2026 · 0 citationsarXiv
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination2412.14957v2 · Leonardo Barcellona, Andrii Zadaianchuk, Davide Allegro et al.2024 · 2 citationsarXiv
From MLP to NeoMLP: Leveraging Self-Attention for Neural Fields2412.08731v1 · Miltiadis Kofinas, Samuele Papa, Efstratios Gavves2024 · 0 citationsarXiv
NeuralDEM -- Real-time Simulation of Industrial Particulate Flows2411.09678v2 · Benedikt Alkin, Tobias Kronlachner, Samuele Papa et al.2024 · 0 citationsarXiv
NARAIM: Native Aspect Ratio Autoregressive Image Models2410.10012v2 · Daniel Gallo Fern'andez, Robert van der Klis, Razvan-Andrei Matisan et al.2024 · 0 citationsarXiv
Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge.38530714 · Sogancioglu, Ecem, Ginneken, Bram van, Behrendt, Finn et al.2024 · 25 citationsIEEE transactions on medical imaging. 2024;43(8):2839-2853
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models2407.15589v5 · Amir Mohammad Karimi Mamaghan, Samuele Papa, Karl Henrik Johansson et al.2024 · 1 citationarXiv
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields2406.06660v1 · David M. Knigge, David R. Wessels, Riccardo Valperga et al.2024 · 0 citationsarXiv
Grounding Continuous Representations in Geometry: Equivariant Neural Fields2406.05753v5 · David R Wessels, David M Knigge, Samuele Papa et al.2024 · 0 citationsarXiv
How to Train Neural Field Representations: A Comprehensive Study and Benchmark2312.10531v2 · Samuele Papa, Riccardo Valperga, David Knigge et al.2023 · 4 citationsarXiv
Neural Modulation Fields for Conditional Cone Beam Neural Tomography2307.08351v1 · Samuele Papa, David M. Knigge, Riccardo Valperga et al.2023 · 2 citationsarXiv
RecFusion: A Binomial Diffusion Process for 1D Data for Recommendation2306.08947v3 · Gabriel B'en'edict, Olivier Jeunen, Samuele Papa et al.2023 · 1 citationarXiv
Inductive Biases for Object-Centric Representations in the Presence of Complex Textures2204.08479v3 · Samuele Papa, Ole Winther, Andrea Dittadi2022 · 4 citationsarXiv
Generalization and Robustness Implications in Object-Centric Learning2107.00637v3 · Andrea Dittadi, Samuele Papa, Michele De Vita et al.2021 · 17 citationsarXiv
Career total: 18 works. 15 are in this corpus.
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