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06/07/2023
Permutation Equivariant Graph Framelets for Heterophilous Semi-supervised Learning
The nature of heterophilous graphs is significantly different with that ...
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10/19/2022
A new activation for neural networks and its approximation
Deep learning with deep neural networks (DNNs) has attracted tremendous ...
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10/14/2022
Approximation analysis of CNNs from feature extraction view
Deep learning based on deep neural networks has been very successful in ...
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09/29/2022
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks
Spherical image processing has been widely applied in many important fie...
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01/17/2022