309 citations · 1.2k across the 9 of their papers we have counts for
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cs.CV2016★ 155 cited
Amortised MAP Inference for Image Super-resolution
Casper Kaae Sønderby, Jose Caballero, Lucas Theis +2
Image super-resolution (SR) is an underdetermined inverse problem, where a large number of plausible high-resolution images can explain the same downsampled image. Most current sin…
cs.CV2015★ 38 cited
Recurrent Spatial Transformer Networks
Søren Kaae Sønderby, Casper Kaae Sønderby, Lars Maaløe +1
We integrate the recently proposed spatial transformer network (SPN) [Jaderberg et. al 2015] into a recurrent neural network (RNN) to form an RNN-SPN model. We use the RNN-SPN to c…