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Information Maximizing Generative Adversarial Networks

Loss Function

  • used GAN loss at D/G nets.

Architecture Networks

  • Same with the InfoGAN paper.
DIFFS InfoGAN Paper ME
G fc units 2 * 2 * 448 2 * 2 * 512

Tensorboard

result

Elapsed time : s with GTX 1080 8GB x 1

Result

Name Global Step 20k Global Step 50k Global Step 100k
InfoGAN img img img

To-Do

  • MemoryError... I dunno why :(