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Code for reproducing the paper "An Incremental Self-Labeling Strategy for Semi-supervised Deep Learning Based on Generative Adversarial Networks"

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8 Commits
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0.896
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1000 1117
1000 1117
 
 
ISL_CIFAR-10.py
ISL_CIFAR-10.py
 
 
ISL_MNIST.py
ISL_MNIST.py
 
 
ISL_SVHN.py
ISL_SVHN.py
 
 
LICENSE
LICENSE
 
 
ReadMe
ReadMe
 
 
ZCA.py
ZCA.py
 
 
ZCA.pyc
ZCA.pyc
 
 
cifar100_data.py
cifar100_data.py
 
 
cifar100_data.pyc
cifar100_data.pyc
 
 
cifar10_data.py
cifar10_data.py
 
 
cifar10_data.pyc
cifar10_data.pyc
 
 
log-CIFAR-1085-1000
log-CIFAR-1085-1000
 
 
log-CIFAR-852-4000
log-CIFAR-852-4000
 
 
log-SVHN-1000-3 .48
log-SVHN-1000-3 .48
 
 
log-SVHN-500-3.56
log-SVHN-500-3.56
 
 
mnist-100
mnist-100
 
 
mnist-1000
mnist-1000
 
 
nn.py
nn.py
 
 
nn.pyc
nn.pyc
 
 
plotting.py
plotting.py
 
 
plotting.pyc
plotting.pyc
 
 
svhn_data.py
svhn_data.py
 
 
svhn_data.pyc
svhn_data.pyc
 
 
utils.py
utils.py
 
 
utils.pyc
utils.pyc
 
 

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1. For MNIST, run the ISL_MNIST.py 
2. For SVHN, run the ISL_SVHN.py 
3. For CIFAR-10, run the ISL_CIFAR-10.py

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Code for reproducing the paper "An Incremental Self-Labeling Strategy for Semi-supervised Deep Learning Based on Generative Adversarial Networks"

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