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   Articles with "weight normalization" as a keyword



Structure injected weight normalization for training deep networks

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recommendations! Published in 2021 at "Multimedia Systems"

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
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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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recommendations! Published in 2017 at "Obesity Surgery"

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

Estimation of liver standardized uptake value in F18-FDG PET/CT scanning: impact of different malignancies, blood glucose level, body weight normalization, and imaging systems

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recommendations! Published in 2024 at "Annals of Nuclear Medicine"

DOI: 10.1007/s12149-024-01985-7

Abstract: The aim of this work was to investigate homogeneity and stability of liver SUV in terms of different malignancies considering different body normalization schemes and blood glucose concentrations as well as PET/CT imaging systems. The… read more here.

Keywords: blood glucose; weight normalization; normalization; glucose levels ... See more keywords

Scaling-Based Weight Normalization for Deep Neural Networks

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recommendations! Published in 2019 at "IEEE Access"

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