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08/31/2023
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images
Multiple Sclerosis (MS) is a severe neurological disease characterized b...
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03/25/2023
Link Prediction for Flow-Driven Spatial Networks
Link prediction algorithms predict the existence of connections between ...
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01/18/2023
ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations
Self-supervised learning has attracted increasing attention as it learns...
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12/03/2022
A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
Quantifying the perceptual similarity of two images is a long-standing p...
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02/05/2022
Differentially Private Graph Classification with GNNs
Graph Neural Networks (GNNs) have established themselves as the state-of...
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08/30/2021