715 citations · 1.9k across the 18 of their papers we have counts for
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cs.CV2015★ 205 cited
Learning Deep Features for Discriminative Localization
Bolei Zhou, Aditya Khosla, Agata Lapedriza +2
In this work, we revisit the global average pooling layer proposed in [13], and shed light on how it explicitly enables the convolutional neural network to have remarkable localiza…
cs.CV2015★ 3 cited
Speeding Up Neural Networks for Large Scale Classification using WTA Hashing
Amir H. Bakhtiary, Agata Lapedriza, David Masip
In this paper we propose to use the Winner Takes All hashing technique to speed up forward propagation and backward propagation in fully connected layers in convolutional neural ne…