research
∙
09/05/2023
Generalized Simplicial Attention Neural Networks
The aim of this work is to introduce Generalized Simplicial Attention Ne...
share
research
∙
05/25/2023
From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module
Latent Graph Inference (LGI) relaxed the reliance of Graph Neural Networ...
research
∙
03/20/2023
Tangent Bundle Convolutional Learning: from Manifolds to Cellular Sheaves and Back
In this work we introduce a convolution operation over the tangent bundl...
research
∙
10/26/2022
Tangent Bundle Filters and Neural Networks: from Manifolds to Cellular Sheaves and Back
In this work we introduce a convolution operation over the tangent bundl...
research
∙
10/11/2022
Pooling Strategies for Simplicial Convolutional Networks
The goal of this paper is to introduce pooling strategies for simplicial...
research
∙
09/16/2022
