Truncation Trick
Truncation Trick
The **Truncation Trick** is a latent sampling procedure for generative adversarial networks, where we sample $z$ from a truncated normal (where values which fall outside a range are resampled to fall inside that range). 
The original implementation was in [Megapixel Size Image Creation with GAN](https://paperswithcode.com/paper/megapixel-size-image-creation-using).
In [BigGAN](http://paperswithcode.com/method/biggan), the authors find this provides a boost to the Inception Score and FID.
Megapixel Size Image Creation using Generative Adversarial Networks
https://paperswithcode.com/paper/megapixel-size-image-creation-using
Megapixel Size Image Creation using Generative Adversarial Networks