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04/25/2023
On the Use of Singular Value Decomposition as a Clutter Filter for Ultrasound Flow Imaging
Filtering based on Singular Value Decomposition (SVD) provides substanti...
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04/25/2023
When Do Graph Neural Networks Help with Node Classification: Investigating the Homophily Principle on Node Distinguishability
Homophily principle, i.e. nodes with the same labels are more likely to ...
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03/14/2023
DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning
Online Class-Incremental (OCI) learning has sparked new approaches to ex...
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10/30/2022
When Do We Need GNN for Node Classification?
Graph Neural Networks (GNNs) extend basic Neural Networks (NNs) by addit...
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10/14/2022
Revisiting Heterophily For Graph Neural Networks
Graph Neural Networks (GNNs) extend basic Neural Networks (NNs) by using...
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06/15/2022
A total hip surgery robot system based on intelligent positioning and optical measurement
This paper represents the development and experimental evaluation of an ...
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09/12/2021
Is Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification?
Graph Neural Networks (GNNs) extend basic Neural Networks (NNs) by using...
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01/18/2020