Walter Hugo Lopez Pinaya

Add cycle consistent embedding GAN from https://openreview.net/forum?id=jgBzGIG-kB

@danieltudosiu and I have been discussing possibly having a class for the feature extractors that the Perceptual loss and the FID metric could use. It would include the mechanisms to...

Tutorial about adaptative weights for adversarial training

1

In the original code from taming transformers and latent diffusion models, the weight for the discriminator adversarial loss is defined by the ratio between the nll_loss and the g_loss gradients...

Currently cannot tests distributed tests in my test environment. If somebody have access to multiple GPU, please, try to create an unit test to evaluate distributed_synchronization method from EMAQuantizer

Add components necessary to perform super-resolution based on GANs.

Add components necessary to perform image to image translation (including sampling process condintioned on images) based on Generative Adversarial Networks.

Add components necessary to perform image to image translation (including sampling process condintioned on images) based on diffusion models.