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原创 Deep Residual Learning for Image Recognition--ResNet论文阅读笔记
Deep Residual Learning for Image Recognition--ResNet原文 点击打开链接“ease the training of networks that are substantially deeper than those used previously”核心思想:提高更深层网络的训练效率 网络加深后遇到的问题:1. v
2018-02-05 22:31:04
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原创 VGG论文阅读笔记
VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION——VGG论文作者 KarenSimonyan & Andrew Zisserman原文 点击打开链接I. Features网络新特点1. Very deep networks, large scale image recognit
2018-02-05 08:31:44
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原创 ImageNet Classification with Deep Convolutional Neural Networks-AlexNet阅读笔记
ImageNet Classification with Deep Convolutional Neural Networks-AlexNetauthors: Alex Krizhevsky,Ilya Sutskever,Geoffrey E. Hinton点击打开链接AlexNetⅠ new contributions:1. highly-optimized G
2018-02-03 17:24:06
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原创 Gradient-Based Learning Applied to Document Recognition LeNet-5部分阅读笔记
《Gradient-Based Learning Applied to Document Recognition》点击打开链接Background knowledge1. Gradient-based learning 2. Back propagation: gradients can be computed efficiently by propagati
2018-02-03 17:15:05
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