Enhancing GANs with MMD Neural Architecture Search, PMish Activation Function, and Adaptive Rank Decomposition

Benchmark Model Rank Results
image-generation-on-celeba-64x64MMD-PMish-NAS#8FID: 1.92Model Size (MB): 6.67
image-generation-on-celeba-64x64MMD-PMish-NAS (Compressed)#9FID: 2.03Model Size (MB): 3.04
image-generation-on-cifar-100MMD-PMish-NAS#3FID: 7.68Inception Score: 10.68Model Size (MB): 17.9
image-generation-on-cifar-100MMD-PMish-NAS (Compressed)#4FID: 8.37Inception Score: 10.34Model Size (MB): 2.3
image-generation-on-stl-10MMD-PMish-NAS#5FID: 11.61Inception score: 11.79Model Size (MB): 19.47
image-generation-on-stl-10MMD-PMish-NAS (Compressed)#10FID: 13.07Inception score: 11.85Model Size (MB): 2.78