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Hongyun Yu

2 accepted papers

2021

A Receptor Skeleton for Capsule Neural Networks

ICML 2021spotlight

In previous Capsule Neural Networks (CapsNets), routing algorithms often performed clustering processes to assemble the child capsules’ representations into parent capsules. Such routing algorithms were typically implemented with iterative processes and incurred high computing complexity. This paper…

Cited by 6SourcePDFScholar
2021

Electrocardio Panorama: Synthesizing New ECG views with Self-supervision

IJCAI 2021poster

Multi-lead electrocardiogram (ECG) provides clinical information of heartbeats from several fixed viewpoints determined by the lead positioning. However, it is often not satisfactory to visualize ECG signals in these fixed and limited views, as some clinically useful information is represented only…