Samuele Papa
5 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (4) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICLR (3)
CVPR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
neural field
(2)
network architecture
(1)
hyperparameter optimization
(1)
geometric deep learning
(1)
physics-informed neural network
(1)
partial differential equation
(1)
latent space
(1)
equivariant architecture
(1)
geometric transformation
(1)
equivariant neural network
(1)
equivariance constraint
(1)
pde solving
(1)
symmetry preservation
(1)
latent space representation
(1)
downstream representation
(1)
representation learning
(1)
pde forecasting
(1)
Papers
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
ICLR 2025
Grounding Continuous Representations in Geometry: Equivariant Neural Fields
ICLR 2025
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
ICLR 2025
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
NIPS 2024
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
CVPR 2024