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