You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Progressive training has shown promising results in GANs (https://arxiv.org/pdf/1710.10196.pdf). Let's try this out with a U-Net. The general idea would be to begin training on low-resolution scans and progressively add mirrored layers to the model. We would probably have to start close to the latent space of the U-Net, because that is where images are at their lowest resolution. Layers would be added on either side of the latent space, until we reach our target resolution.
The text was updated successfully, but these errors were encountered:
Progressive training has shown promising results in GANs (https://arxiv.org/pdf/1710.10196.pdf). Let's try this out with a U-Net. The general idea would be to begin training on low-resolution scans and progressively add mirrored layers to the model. We would probably have to start close to the latent space of the U-Net, because that is where images are at their lowest resolution. Layers would be added on either side of the latent space, until we reach our target resolution.
The text was updated successfully, but these errors were encountered: