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From Line Drawings to Human Actions: Deep Neural Networks for Visual Data Representation

Wang, Fang

Description

In recent years, deep neural networks have been very successful in computer vision, speech recognition, and artificial intelligent systems. The rapid growth of data and fast increasing computational tools provide solid foundations for the applications which rely on the learning of large scale deep neural networks with millions of parameters. The deep learning approaches have been proved to be able to learn powerful representations of the inputs in various...[Show more]

CollectionsOpen Access Theses
Date published: 2017
Type: Thesis (PhD)
URI: http://hdl.handle.net/1885/135765

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