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Feature shaping system for learning features for deep learning

[Category : - SOFTWARES]
[Viewed 670 times]

Systems and methods are disclosed for shaping features in a neural networks. In particular, in one or more embodiments, the disclosed systems and methods train a neural network by altering each parameter of a feature differently using one or multiple shaping parameters for each feature parameter. Moreover, in one or more embodiments, the disclosed systems and methods utilize L2-regularization and shared feature shaping parameters to learn features. Furthermore, in one or more embodiments, the disclosed systems and methods utilize correlated initialization for spatial parameters and initializing spatial parameters with different expected standard deviation.

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Patent publications:

US 20200372354

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patsal (Austria)

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