利用反卷积神经网络可视化CNN

Title: Visualizing and understanding convolutional networks Abstract：Large Convolutional Network models have recently demonstrated impressive classification performance on the ImageNet benchmark Krizhevsky et al.[18]. However there is no clear understanding of why they perform so well, or how they might be improved.

http://blog.csdn.net/hjimce/article/details/51762046

http://arxiv.org/pdf/1311.2901.pdf

 

Visualizing and understanding convolutional networks

MD Zeiler, R Fergus - European Conference on Computer Vision, 2014 - Springer

Abstract Large Convolutional Network models have recently demonstrated impressive
classification performance on the ImageNet benchmark Krizhevsky et al.[18]. However there
is no clear understanding of why they perform so well, or how they might be improved. In ...

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