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ConvNets with Smooth Adaptive Activation Functions for Regression

Within Neural Networks (NN), the parameters of Adaptive Activation Functions (AAF) control the shapes of activation functions. These parameters are trained along with other parameters in the NN. AAFs have improved performance of Convolutional Neural Networks (CNN) in multiple classification tasks. I...

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Dades bibliogràfiques
Publicat a:Proc Mach Learn Res
Autors principals: Hou, Le, Samaras, Dimitris, Kurc, Tahsin M., Gao, Yi, Saltz, Joel H.
Format: Artigo
Idioma:Inglês
Publicat: 2017
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6521876/
https://ncbi.nlm.nih.gov/pubmed/31106299
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