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09/30/2022

Graph Neural Networks for Link Prediction with Subgraph Sketching

Many Graph Neural Networks (GNNs) perform poorly compared to simple heur...
09/30/2022

Slimmable Networks for Contrastive Self-supervised Learning

Self-supervised learning makes great progress in large model pre-trainin...
10/03/2022

Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets

Over the years, the paradigm of medical image analysis has shifted from ...
09/29/2022

Multiple Modes for Continual Learning

Adapting model parameters to incoming streams of data is a crucial facto...
09/29/2022

Sequential Attention for Feature Selection

Feature selection is the problem of selecting a subset of features for a...