README.md

Neural Networks & Deep Learning - Computer Assignment #6 - Fall 2022

University of Tehran

Generative Adversarial Networks

• Q1: Deep Convolutional GAN (DCGAN)
• Papers:
  • Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
  • One-sided Label Smoothing (Improved Techniques for Training GANs)
  • Add Noise (Towards Principled Methods for Training Generative Adversarial Networks)
• Q2: AC-GAN, WGAN
• Papers:
  • Conditional Image Synthesis With Auxiliary Classifier GANs
  • Wasserstein GAN (Arjovsky et al. 2017)