Generative-Models

Repository of Various Test & Implementation of Generative Models

GANs

• Vanilla GAN & Conditional GAN(cGAN)
• CycleGAN
• SAGAN(Self-Attention GAN)

VAE

• Vanilla VAE

Flow based models

• Glow : Generative Flow with Invertible 1x1 Convolutions - https://arxiv.org/pdf/1807.03039v2.pdf

Diffusion Models

• DDPM : Denoising Diffusion Probabilistic Models - https://arxiv.org/abs/2006.11239.pdf
• SR3 : Image Super-Resolution via Iterative Refinement, Diffusion model applied to Super Resolution Task - https://arxiv.org/pdf/2104.07636.pdf