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cifar_KNN.npz #6

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lemonadeww opened this issue Apr 11, 2019 · 2 comments
Open

cifar_KNN.npz #6

lemonadeww opened this issue Apr 11, 2019 · 2 comments

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@lemonadeww
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lemonadeww commented Apr 11, 2019

请问cifar_KNN.npz的特征是怎么得到的呢,由VGG-19提取的吗?
另外,代码和论文似乎也不对应,噪声并不是添加的二进制,训练的一直是连续的哈希,到最后用sign函数保存哈希码。

@lemonadeww
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为什么不回答这个问题呢?

@ht014
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ht014 commented Nov 19, 2019

Hi, sorry for the delay response, cifa_KNN is generated by the fc7 layer of VGG-19. The noise does not inject during the training process. In the training stage, we still use the continuous value and the approximate sign function focuses on forcing the continuous vector to be close to binary codes so as to minimize the quantization error, however, which can not fully constrain the continuous vector into hash codes.

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