RevGAN
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tychovdo
RevGAN implementation in PyTorch. We extend the Pix2pix and CycleGAN framework by exploring approximately invertible architectures in 2D and 3D. These architectures are approximately invertible by des...
Sorry for disturbing you, because of the invalid link, https://github.com/tychovdo/RevGAN/blob/2af25e6a8176eaab3d424db45fb6ee2cfc5dc9a3/scripts/download_fcn8s.sh#L1 Could you please share "fcn-8s-cityscapes" weight to me? thank you! [email protected]
I see in the 3D code SRCNN and edsrF. First of all, are they the only ones? Second, what is the convention for parsing them? Should we say: e.g. --which_model_netG...
When I run the code in 3D, I get an error that says G is undefined on line 302 (network3D.py) I believe the following lines **296: self.F = self.build_conv_block(dim //...
I‘ve met some difficulties in applying RevGAN to my own 3D dataset. I will be grateful if you can offer a 3d-demo.
Hello! I want to know how to load 3D dataset(such as .mat or .nii)? Thanks!
Could you please provide the `invertible_layers` which is used in the class `Conv2dActNorm` of layers.py
Hi I was trying out the code, but it seems like there is some issues with the current code and the latest version of pytorch. When I run the code...
Hi! Could you please explain what is the purpose of ZeroInit in reversible blocks? Thanks! https://github.com/tychovdo/RevGAN/blob/2af25e6a8176eaab3d424db45fb6ee2cfc5dc9a3/models/networks3d.py#L233-L321
I notice that the memory usage for RevGAN seems very high for a network utilizing reversible networks. With 11 GB of memory I was only able to have a batchSize...