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cs.LG2019
Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems
Oscar Leong, Wesam Sakla
Employing deep neural networks as natural image priors to solve inverse problems either requires large amounts of data to sufficiently train expressive generative models or can suc…
eess.IV2019★ 8 cited
Remote Sensor Design for Visual Recognition with Convolutional Neural Networks
Lucas Jaffe, Michael Zelinski, Wesam Sakla
While deep learning technologies for computer vision have developed rapidly since 2012, modeling of remote sensing systems has remained focused around human vision. In particular,…