Comments (2)
konioyxgq
commented on August 21, 2024
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chencodeX
commented on August 21, 2024
这一步主要是用来做规范化。
往上看两行代码，self.phi_I = tf.einsum('ijkm,ijkn->imn',self.conv5_3,self.conv5_3)
我们对卷积提取出来的特征图谱，这两个矩阵计算了外积。外积这一步对所有的轴（784）进行了求和，所以我们可以对它进行一次标准化，以防止权重太大。
bcnn的paper BCNN
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Related Issues (13)
- Can you let me know the specific steps and the correct rate? HOT 11
- datasets
- Why the feature outputs of BCNN is the outer product of the (only) one CNN and itself? HOT 2
- 问题
- 请问这个是参加百度的比赛吗？ HOT 3
- none HOT 3
- image data HOT 3
- 我想用这个来训练车的数据 可以吗 HOT 14
- 请问这个均值是什么均值，怎么计算的 HOT 3
- 生成hdf5数据时错误 HOT 1
- bcnn_DD_woft.py和bcnn_finetuning.py HOT 7
- about the perfomance HOT 1
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