Normalization Techniques in Deep Learning
portes grátis
Normalization Techniques in Deep Learning
Huang, Lei
Springer International Publishing AG
10/2022
110
Dura
Inglês
9783031145940
15 a 20 dias
398
Descrição não disponível.
Introduction.- Motivation and Overview of Normalization in DNNs.- A General View of Normalizing Activations.- A Framework for Normalizing Activations as Functions.- Multi-Mode and Combinational Normalization.- BN for More Robust Estimation.- Normalizing Weights.- Normalizing Gradients.- Analysis of Normalization.- Normalization in Task-specific Applications.- Summary and Discussion.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Computer Vision;Deep Neural Networks (DNNs);Normalization Techniques;Machine Learning;Artificial Intelligence;Optimization;Statistical Learning;Natural Language Processing (NLP);Batch Normalization;Weight Normalization;Image Classifcation;Domain Adaptation;Image Style Transfer;Generative Adversarial Networks
Introduction.- Motivation and Overview of Normalization in DNNs.- A General View of Normalizing Activations.- A Framework for Normalizing Activations as Functions.- Multi-Mode and Combinational Normalization.- BN for More Robust Estimation.- Normalizing Weights.- Normalizing Gradients.- Analysis of Normalization.- Normalization in Task-specific Applications.- Summary and Discussion.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Computer Vision;Deep Neural Networks (DNNs);Normalization Techniques;Machine Learning;Artificial Intelligence;Optimization;Statistical Learning;Natural Language Processing (NLP);Batch Normalization;Weight Normalization;Image Classifcation;Domain Adaptation;Image Style Transfer;Generative Adversarial Networks
