BGAN

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cifar-KNN

18

你好，我想问下您的cifar-knn文件的K近邻是使用欧氏距离来计算的吗，为什么我重新用VGG19的relu7来重新计算KNN的时候，跟您原来的KNN差异很大，而且您论文描述的是使用resnet提取的2048维特征

pangxuanrong

代码中的tanh_beta能够实现论文中分段线性函数app的效果吗？或者说fc9与fc10层输出的组合，我不太明白fc10层输出的用途。

zhangcheng-007

how can I get same mAP as paper

4

I run this code in 12,24,32,48 bits(epochs51) each of them in six times but only 12 bits can get mAP higher than the mAP shown in the paper(0.401) In 32...

johnson00111

cifar_KNN.npz

2

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

Version of tensorflow

5

Which version of tensorflow is used in this code? I will make mistakes with version 1.13.0.

ximi2018

AttributeError: 'VariableScope' object has no attribute 'current_scope'

2

excuse me，there is an error : AttributeError: 'VariableScope' object has no attribute 'current_scope' is that because cifar-10.mat is necessary？

Dokumushikun

What does the KL_loss mean?

2

Thanks very much for sharing the code and I think this is very great job. But I have some questions in understanding the code. Firstly, what does the **KL_loss** mean?...

zlyx525

The pretraining of VGG19

3

Thanks for sharing the code. When I run the BGAN code, I find that the pretrained vgg19-like model is crucial. So how to train the model on ImageNet since it...

hemp110

thanks for sharing your code.I wander how long time will take to train 'BGAN.py'program with CPU？thanks

wu4yan

Can you provide a .mat file like cifar-10.mat for the datasets NUS-WIDE and Flickr, I can't find such a file, or can you provide the code to preprocess the data?

zzj311