Gan Workshop

Workshop presented during the "Introduction to Generative Models" lecture at the Jagiellonian University

Based on:

1. GANs from Scratch 1: A deep introduction
2. DCGAN Tutorial
3. GAN — Wasserstein GAN & WGAN-GP

References:

1. Generative Adversarial Networks - Goodfellow et al. (2014)
2. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks - Radfod et al. (2015)
3. NIPS 2016 Tutorial: Generative Adversarial Networks - Ian Goodfellow (2016)
4. Improved Techniques for Training GANs  -  Salimans et al. (2016)
5. Wasserstein GAN - Arjovsky et al. (2017)