Improved Consistency Regularization for GANs

This video explores a new technique for using the same Consistency Regularization headlining advances in Unsupervised Learning such as FixMatch and SimCLR to the GAN framework! This achieves large improvements in FID scores generating ImageNet images! Paper Links: Improved Consistency Regularization for GANs: https://ift.tt/2SyeRUX Robert Luxemburg's StyleGAN2 Interpolation Loop: https://www.youtube.com/watch?v=6E1_dgYlifc BigGAN Paper: https://ift.tt/328NqnC BigBiGAN: https://ift.tt/2LKu9D8 StyleGAN2: https://ift.tt/325Ino8 Unsupervised Data Augmentation: https://ift.tt/37B0FPb FixMatch: https://ift.tt/3bU1Bll SimCLR: https://ift.tt/31TZZTM Conditional GANs: https://ift.tt/2rPVlDw Thanks for watching! Please Subscribe!