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2021/09/28

Implementing ViTGAN (A novel realistic image generation model) in PyTorch

ViTGAN is a Generative Adversarial Network, which implements a mixture of a Vision Transforme...

2021/09/28

Tips and Tricks for training GANs

Training GANs can be very difficult and confusing at times. In this post, I introduce some techniques for training more stable GANs. Note that this is based on my personal experience and the...

2021/08/24

Merging Vision Transformers (ViT) with SIRENs to form a ViTGAN. A novel approach to generate realistic images.

I would like to introduce a recent work by Kwonjoon Lee, et. al. ViTGAN: Training GANs with Visio...