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CT-GANs Add files via upload Apr 28, 2018 Update Nov 11, 2017


This project is for reproducing the results of paper improving the improved wgans. To test the generative model, please change to the tensorflow_generative_model forder (Tensorflow version: 1.2.1). To test the semi-supervised learning results please change to the Theano_classifier forder (Theano version:0.9.0).

For the generative model in MNIST dataset with 1000 data, please run:

For the generative model in CIFAR-10 with 1000 data, run:

For the resnet version of CT_GAN, please run:

To check some samples generated by our method, please refer to the samples forder.

For the semi-supervised classification work, run: for 100 labeled MNIST training.

Run: OR for 4000 labeled CIFAR-10 training.

The version of time saving one is with temporal ensembling and the regular one is