Gallery We provide randomly sampled, non-cherry picked images for various datasets as produced by InfoMax-GAN. LSUN-Bedroom Resolution: 128 x 128 CelebA Resolution: 128 x 128 STL-10 Resolution: 48 x 48 ImageNet Resolution: 32 x 32 CIFAR-10 Resolution: 32 x 32 CIFAR-100 Resolution: 32 x 32