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cs.CV2020
A Simple Fix for Convolutional Neural Network via Coordinate Embedding
Liliang Ren, Zhuonan Hao
Convolutional Neural Networks (CNN) has been widely applied in the realm of computer vision. However, given the fact that CNN models are translation invariant, they are not aware o…
cs.CV2017
Recurrent Soft Attention Model for Common Object Recognition
Liliang Ren
We propose the Recurrent Soft Attention Model, which integrates the visual attention from the original image to a LSTM memory cell through a down-sample network. The model recurren…