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Published on December 11, 2019
“I just snapped” is how Jessica Lioy describes her attempt in April to kill herself. After a tough year in which she’d moved back to her parents’ Syracuse, N.Y., home and changed colleges, the crumbling of her relationship with her boyfriend pushed the 22-year-old over the edge. She impulsively swallowed a handful of sleeping pills. […]
Published on December 11, 2019
Data augmentation is a popular technique which helps improve generalization capabilities of deep neural networks, and can be perceived as implicit regularization. It plays a pivotal role in scenarios in which the amount of high-quality ground-truth data is limited, and acquiring new examples is costly and time-consuming. This is a very common problem in medical […]
Published on December 11, 2019