Structure injected weight normalization for training deep networks
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DOI: 10.1007/s00530-021-00793-7
Abstract: Weight normalization (WN) can help to stabilize the distribution of activations over layers, which boost the performance of DNNs in generalization. In this paper, we further propose deep structural weight normalization (DSWN) methods to inject… read more here.
Keywords: weight normalization; dswn; network; deep networks ... See more keywords
Milestone Weight Loss Goals (Weight Normalization and Remission of Obesity) after Gastric Bypass Surgery: Long-Term Results from the University of Michigan
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DOI: 10.1007/s11695-016-2533-1
Abstract: BackgroundRates of weight normalization and obesity remission after Roux-en-Y gastric bypass (GB) are unknown. This study evaluated weight loss, rates of achieving body mass index (BMI) read more here.
Keywords: obesity; weight loss; weight normalization; remission ... See more keywords
Scaling-Based Weight Normalization for Deep Neural Networks
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DOI: 10.1109/access.2018.2890373
Abstract: Recent research works have highlight the invariance or the symmetry that exists in the weight space of a typical neural network and the negative effect of the symmetry on the training neural network due to… read more here.
Keywords: neural network; based weight; scaling based; weight normalization ... See more keywords