Samuele Papa
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Architectures
(3)
Core AI
(3)
Computer Vision
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Robotics
(1)
Application Areas
(1)
Capabilities
(1)
Models
(1)
Optimization
(1)
Keywords
neural field
(3)
latent space
(2)
representation learning
(2)
hyperparameter optimization
(1)
visual question answering
(1)
point cloud
(1)
gaussian splatting
(1)
geometric deep learning
(1)
compositional generalization
(1)
physics-informed neural network
(1)
partial differential equation
(1)
foundation model
(1)
downstream task
(1)
world model
(1)
equivariant architecture
(1)
object-centric representation
(1)
digital twin
(1)
geometric transformation
(1)
equivariant neural network
(1)
cross attention
(1)
Papers
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
ICLR 2025
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
ICLR 2025
Grounding Continuous Representations in Geometry: Equivariant Neural Fields
ICLR 2025
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
CVPR 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
NeurIPS 2024