Deep Component Analysis via Alternating Direction Neural Networks

Calvin Murdock, Ming-Fang Chang, Simon Lucey

Despite a lack of theoretical understanding, deep neural networks have achieved unparalleled performance in a wide range of applications. On the other hand, shallow representation…