Deep Coupled-Representation Learning for Sparse Linear Inverse Problems With Side Information
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2019.2929869
Abstract: In linear inverse problems, the goal is to recover a target signal from undersampled, incomplete or noisy linear measurements. Typically, the recovery relies on complex numerical optimization methods; recent approaches perform an unfolding of a… read more here.
Keywords: side information; deep coupled; linear inverse; inverse problems ... See more keywords
Deep Coupled Dense Convolutional Network With Complementary Data for Intelligent Fault Diagnosis
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2019.2902817
Abstract: In recent years, artificial intelligent techniques have been extensively explored in the field of health monitoring and fault diagnosis due to their powerful capabilities. In this paper, we propose a deep coupled dense convolutional network… read more here.
Keywords: deep coupled; fault diagnosis; network; fault ... See more keywords