Browsing Publikasjoner fra Cristin by Subject "Weight decomposition"
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LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification
(Lecture Notes in Computer Science;Volume 12606, Conference object, 2021-02-21)Deep Neural Networks (DNNs) have become the de-facto standard in computer vision, as well as in many other pattern recognition tasks. A key drawback of DNNs is that the training phase can be very computationally expensive. ...