Jun-Yan Zhu
Jun-Yan Zhu
What is your batch_size? By mentioning "does not work", are you referring to (1) the model is only trained on one GPU, or (2) the model is trained on multiple...
Have you finished the entire training run and saved the models?
The WGAN loss itself doesn't work without GP. Even with GP, we also haven't made it work better than the vanilla CycleGAN/pix2pix. The loss is also not very stable and...
Unfortunately, we don't have reasonable images with WGAN-GP. I am not sure if it is related to batch_size. As I mentioned, GP seems to be not compatible with PatchGAN. The...
Yes, we found that LSGAN is more effective in our paper.
What is the difference between better style transfer results vs. better image quality results? The background color is supposed to change as the color distribution in horse and zebra backgrounds...
These are two separate questions: (1) should we optimize G and D jointly or not? (2) If we optimize G and D separately, do we need to compute gradients for...
Please see the original papers for more details. ([pix2pix](https://arxiv.org/pdf/1611.07004.pdf) Section 6.2 and [CycleGAN](https://arxiv.org/pdf/1703.10593.pdf) Section 7.1)
Have you set the output_nc as 1 for your test script?