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

Benchmark Model Rank Results
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
image-generation-on-cifar-10SNGAN-DCD (Latent)#39FID: 16.24
image-generation-on-cifar-10SNGAN-DCD (Pixel)#45FID: 21.67