Assisting the training of deep neural networks with applications to computer vision

Deep learning has recently been enjoying an increasing popularity due to its success in solving challenging tasks. In particular, deep learning has proven to be effective in a large variety of computer vision tasks, such as image classification, object recognition and image parsing. Contrary to prev...

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Bibliographic Details
Main Author: Romero, Adriana
Other Authors: Gatta, Carlo
Format: Doctoral Thesis
Language:English
Published: Universitat de Barcelona 2015
Subjects:
Online Access:http://hdl.handle.net/10803/316577