Tackling the Generative Learning Trilemma with Denoising Diffusion GANs
Easier/Better/Faster/Diverse generation by GAN + Denoising Diffusion hybrid
#image-generation
#diffusion-model
#generative-adversarial-network
ViTGAN: Training GANs with Vision Transformers
Attention is all you need for GAN discriminators too
#generative-adversarial-network
#vision-transformer
Alias-Free Generative Adversarial Networks
StyleGAN2 improved by theoretically supported anti-aliasing
#generative-adversarial-network
#signal-processing
#image-generation
Improved Transformer for High-Resolution GANs
Attention is all you need for GANs too
#generative-adversarial-network
#vision-transformer
GAN Cocktail: mixing GANs without dataset access
Merging different GANs into one
#generative-adversarial-network
#transfer-learning
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
Real-time semantic editing is finally here
#generative-adversarial-network
#image-manipulation
Surrogate Gradient Field for Latent Space Manipulation
Manipulate images by exploring paths in the GAN latent space with geometric understanding
#generative-adversarial-network
#image-manipulation
#gradient-descent
InfinityGAN: Towards Infinite-Resolution Image Synthesis
Create your desktop wallpaper with InfinityGAN!
#generative-adversarial-network
#image-generation
Regularizing Generative Adversarial Networks under Limited Data
Regularizing discriminator stabilizes GAN training with limited dataset
#generative-adversarial-network
#limited-data
#image-generation
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery
Make your cat cute by typing it into this StyleGAN-CLIP hybrid
#multi-modal
#generative-adversarial-network
#image-manipulation