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09/05/2023
Generalized Simplicial Attention Neural Networks
The aim of this work is to introduce Generalized Simplicial Attention Ne...
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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...
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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...
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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...
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10/11/2022
Pooling Strategies for Simplicial Convolutional Networks
The goal of this paper is to introduce pooling strategies for simplicial...
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09/16/2022