337 citations · 1.4k across the 29 of their papers we have counts for
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cs.CV2014★ 336 cited
Fractional Max-Pooling
Benjamin Graham
Convolutional networks almost always incorporate some form of spatial pooling, and very often it is alpha times alpha max-pooling with alpha=2. Max-pooling act on the hidden layers…
cs.CV2014★ 196 cited
Spatially-sparse convolutional neural networks
Benjamin Graham
Convolutional neural networks (CNNs) perform well on problems such as handwriting recognition and image classification. However, the performance of the networks is often limited by…