Claudio Battiloro | DeepAI

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∙ 09/05/2023

Generalized Simplicial Attention Neural Networks

The aim of this work is to introduce Generalized Simplicial Attention Ne...

0 Claudio Battiloro, et al. ∙

∙ 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...

0 Claudio Battiloro, et al. ∙

∙ 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...

0 Claudio Battiloro, et al. ∙

∙ 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...

0 Claudio Battiloro, et al. ∙

∙ 10/11/2022

Pooling Strategies for Simplicial Convolutional Networks

The goal of this paper is to introduce pooling strategies for simplicial...

0 Domenico Mattia Cinque, et al. ∙

∙ 09/16/2022

Cell Attention Networks

Since their introduction, graph attention networks achieved outstanding ...

0 Lorenzo Giusti, et al. ∙

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