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20182022
most citedLearning Multiscale Convolutional Dictionaries for Image Reconstruction

3 citations · 5 across the 3 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.CV2020

Truly shift-invariant convolutional neural networks

Anadi Chaman, Ivan Dokmanić

Thanks to the use of convolution and pooling layers, convolutional neural networks were for a long time thought to be shift-invariant. However, recent works have shown that the out…

cs.CV2020★ 3 cited

Learning Multiscale Convolutional Dictionaries for Image Reconstruction

Tianlin Liu, Anadi Chaman, David Belius +1

Convolutional neural networks (CNNs) have been tremendously successful in solving imaging inverse problems. To understand their success, an effective strategy is to construct simpl…