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

Romero, Adriana (Date of defense: 2015-10-02)

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 ...