Neural Fields

From MLP to NeoMLP: Leveraging Self-Attention for Neural Fields featured image

From MLP to NeoMLP: Leveraging Self-Attention for Neural Fields

From MLP to NeoMLP: Leveraging Self-Attention for Neural Fields

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Miltiadis Kofinas
Graph Neural Networks for Learning Equivariant Representations of Neural Networks featured image

Graph Neural Networks for Learning Equivariant Representations of Neural Networks

Graph Neural Networks for Learning Equivariant Representations of Neural Networks

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Miltiadis Kofinas*
How to Train Neural Field Representations: A Comprehensive Study and Benchmark featured image

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

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

Samuele Papa
Latent Field Discovery in Interacting Dynamical Systems with Neural Fields featured image

Latent Field Discovery in Interacting Dynamical Systems with Neural Fields

We discover global fields in interacting systems, inferring them from the dynamics alone, using neural fields.

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Miltiadis Kofinas
Neural Networks Are Graphs! Graph Neural Networks for Equivariant Processing of Neural Networks featured image

Neural Networks Are Graphs! Graph Neural Networks for Equivariant Processing of Neural Networks

Neural Networks Are Graphs! Graph Neural Networks for Equivariant Processing of Neural Networks

David W. Zhang
Neural Modulation Fields for Conditional Cone Beam Neural Tomography featured image

Neural Modulation Fields for Conditional Cone Beam Neural Tomography

Neural Modulation Fields for Conditional Cone Beam Neural Tomography

Samuele Papa