Name		Name	Last commit message	Last commit date
parent directory ..
README.md		README.md
seminar_done.ipynb		seminar_done.ipynb

README.md

Generative Models

Practice

Open seminar.ipynb and follow the instructions here.

Materials

GAN:
- Generative Adversarial Nets. nips
- VAE-GAN. arxiv
- Adversarial Autoencoders. arxiv
- GatedGAN. arxiv
- StyleGAN. arxiv
- CycleGAN. arxiv
- MelGAN. arxiv
EBM:
- A Tutorial on Energy Based Model. article
- Implicit Generation and Modeling with Energy-Based Models. arxiv
FLOW:
- Flow-based Deep Generative Models. [site](Flow-based Deep Generative Models)
- RealNVP. arxiv
- Glow. arxiv