Counting 1,868 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
Suggestion? Feedback? Tweet @stkim1

Last Commit
Oct. 16, 2017
Sep. 26, 2017

Class-Splitting Generative Adversarial Networks

Code for reproducing the experiments with splitting policy.

Full paper:

This code is heavily based on the excellent work of Ishaan Gulrajani et al. "Improved Training of Wasserstein GANs" and his code

Once defined the value for DATA_DIR, it should run without problems.

Some results

Generated images for the supervised CIFAR-10 experiment, with Inception score of 8.87.

Generated images for the unsupervised STL-10 experiment, with Inception score of 9.50.