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02/21/2021
Constrained Optimization for Training Deep Neural Networks Under Class Imbalance
Deep neural networks (DNNs) are notorious for making more mistakes for t...
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07/09/2020
Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation
Supervised learning-based segmentation methods typically require a large...
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06/07/2019
