133 citations · 342 across the 19 of their papers we have counts for
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cs.LG2019★ 12 cited
Convolutional Analysis Operator Learning: Dependence on Training Data
Il Yong Chun, David Hong, Ben Adcock +1
Convolutional analysis operator learning (CAOL) enables the unsupervised training of (hierarchical) convolutional sparsifying operators or autoencoders from large datasets. One can…
cs.LG2017★ 133 cited
Convolutional Dictionary Learning: Acceleration and Convergence
Il Yong Chun, Jeffrey A. Fessler
Convolutional dictionary learning (CDL or sparsifying CDL) has many applications in image processing and computer vision. There has been growing interest in developing efficient al…