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Group Normalization

International Journal of Computer Vision, 2018
Batch Normalization (BN) is a milestone technique in the development of deep learning, enabling various networks to train. However, normalizing along the batch dimension introduces problems—BN’s error increases rapidly when the batch size becomes smaller,
Yuxin Wu, Kaiming He
semanticscholar   +1 more source

Investigating the impact of data normalization on classification performance

Applied Soft Computing, 2020
Data normalization is one of the pre-processing approaches where the data is either scaled or transformed to make an equal contribution of each feature.
Dalwinder Singh, Birmohan Singh
semanticscholar   +1 more source

KEEPING NORMAL LABOR NORMAL

Primary Care: Clinics in Office Practice, 2000
Labor and delivery have been viewed by physicians as processes that can and must be managed by physicians for their pregnant patients. This article asserts that most births do not need to be interventionally managed and that a birth attendant's highest order skill is knowing when and how not to intervene.
W L, Larimore, M K, Cline
openaire   +2 more sources

Can normal be more normal than normal?

Critical Care Medicine, 2010
To the Editor:We read with great interest the elegant study of Dr. Boerma et al (1) evaluating the effects of nitroglycerin on sublingual microcirculation in septic patients. However, we have serious concerns about the data analysis, which precludes definitive conclusions on the effectiveness, or ...
Boerma, E. Christiaan, Ince, Can
openaire   +3 more sources

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