Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator

Benchmark Model Rank Results
image-generation-on-cifar-10SNGAN-DCD (Latent)#37FID: 16.24
image-generation-on-cifar-10SNGAN-DCD (Pixel)#43FID: 21.67
image-generation-on-stl-10SNGAN-DCD (Latent)#13FID: 17.68Inception score: 9.33
image-generation-on-stl-10SNGAN-DCD (Pixel)#17FID: 22.25Inception score: 9.25