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07/23/2022
Self-Supervised Learning of Echocardiogram Videos Enables Data-Efficient Clinical Diagnosis
Given the difficulty of obtaining high-quality labels for medical image ...
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07/23/2022
Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data
Medical events of interest, such as mortality, often happen at a low rat...
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03/31/2022
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition
In many machine learning tasks, input features with varying degrees of p...
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10/17/2021
Growing Representation Learning
Machine learning continues to grow in popularity due to its ability to l...
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06/06/2021
Self-Damaging Contrastive Learning
The recent breakthrough achieved by contrastive learning accelerates the...
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01/08/2019